{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 🎯 Run the CSPOT Prediction Algorithm on new images"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Download the [executable notebook](https://github.com/nirmallab/cspot/blob/main/docs/Tutorials/notebooks/RunCSPOTAlgorithm.ipynb) and [trained models](https://doi.org/10.7910/DVN/C45JWT).**  \n",
    "\n",
    "For the purpose of this tutorial, we will use the `manuscriptModels` as opposed to the models that you trained in the previous tutorial.\n",
    "    \n",
    "Please keep in mind that the sample data is used for demonstration purposes only and has been simplified and reduced in size. It is solely intended for educational purposes on how to execute `cspot` and will not yeild any meaningful results.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Running the CSPOT Prediction Algorithm involves the following steps:**\n",
    "- Run the `csPredict` function on a new image. It will produce an image with probability masks\n",
    "- Run the `generateCSScore` function on the probability masks to generate the `cspotScores`\n",
    "- Run the `csObject` to create an anndata object with the `cspotScores` and pre-computed `single-cell table`\n",
    "- Lastly, run `cspot`  on the csObject\n",
    "  \n",
    "**Note: To make things easy, all of the above steps can be run with a single command `csPipeline`.**  \n",
    "Typically, in production settings, `csPipeline` would be utilized, whereas step-by-step analysis would be employed for troubleshooting, model validation, and similar tasks that necessitate greater granularity or control."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<hr>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Single command execution of the entire CSPOT Prediction Algorithm using the `csPipeline` function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import packages in jupyter notebook (not needed for command line interface users)\n",
    "import cspot as cs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Path to all the files that are necessary files for running the CSPOT Prediction Algorithm (broken down based on sub functions)\n",
    "projectDir = '/Users/aj/Documents/cspotExampleData'\n",
    "\n",
    "# gatorPredict related paths\n",
    "imagePath = projectDir + '/image/exampleImage.tif'\n",
    "markerChannelMapPath = projectDir + '/markers.csv'\n",
    "csModelPath = projectDir + '/manuscriptModels/'\n",
    "\n",
    "# Generate generateGatorScore related paths\n",
    "segmentationPath = projectDir + '/segmentation/exampleSegmentationMask.tif'\n",
    "\n",
    "# gatorObject related paths\n",
    "spatialTablePath = projectDir + '/quantification/exampleSpatialTable.csv'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "loading data\n",
      "WARNING:tensorflow:From /Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/keras/src/layers/normalization/batch_normalization.py:883: _colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "Colocations handled automatically by placer.\n",
      "loading data\n",
      "loading data\n",
      "INFO:tensorflow:Restoring parameters from /Users/aj/Documents/cspotExampleData/manuscriptModels/ECAD/model.ckpt\n",
      "Model restored.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:137: UserWarning: `tf.layers.batch_normalization` is deprecated and will be removed in a future version. Please use `tf.keras.layers.BatchNormalization` instead. In particular, `tf.control_dependencies(tf.GraphKeys.UPDATE_OPS)` should not be used (consult the `tf.keras.layers.BatchNormalization` documentation).\n",
      "  bn = tf.nn.leaky_relu(tf.layers.batch_normalization(c00+shortcut, training=UNet2D.tfTraining))\n",
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:159: UserWarning: `tf.layers.batch_normalization` is deprecated and will be removed in a future version. Please use `tf.keras.layers.BatchNormalization` instead. In particular, `tf.control_dependencies(tf.GraphKeys.UPDATE_OPS)` should not be used (consult the `tf.keras.layers.BatchNormalization` documentation).\n",
      "  lbn = tf.nn.leaky_relu(tf.layers.batch_normalization(\n",
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:162: UserWarning: `tf.layers.dropout` is deprecated and will be removed in a future version. Please use `tf.keras.layers.Dropout` instead.\n",
      "  return tf.layers.dropout(lbn, 0.15, training=UNet2D.tfTraining)\n",
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:224: UserWarning: `tf.layers.batch_normalization` is deprecated and will be removed in a future version. Please use `tf.keras.layers.BatchNormalization` instead. In particular, `tf.control_dependencies(tf.GraphKeys.UPDATE_OPS)` should not be used (consult the `tf.keras.layers.BatchNormalization` documentation).\n",
      "  tf.layers.batch_normalization(tf.nn.conv2d(cc, luXWeights2, strides=[1, 1, 1, 1], padding='SAME'),\n",
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:245: UserWarning: `tf.layers.batch_normalization` is deprecated and will be removed in a future version. Please use `tf.keras.layers.BatchNormalization` instead. In particular, `tf.control_dependencies(tf.GraphKeys.UPDATE_OPS)` should not be used (consult the `tf.keras.layers.BatchNormalization` documentation).\n",
      "  return tf.layers.batch_normalization(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference...\n",
      "loading data\n",
      "loading data\n",
      "loading data\n",
      "INFO:tensorflow:Restoring parameters from /Users/aj/Documents/cspotExampleData/manuscriptModels/CD3D/model.ckpt\n",
      "Model restored.\n",
      "Inference...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/cspot.py:383: RuntimeWarning: invalid value encountered in divide\n",
      "  below_midpoint = (below_midpoint - min_below) / range_below\n"
     ]
    }
   ],
   "source": [
    "# Run the pipeline (For function specific parameters, check the documentation)\n",
    "cs.csPipeline(   \n",
    "                    # parameters for gatorPredict function\n",
    "                    imagePath=imagePath,\n",
    "                    csModelPath=csModelPath,\n",
    "                    markerChannelMapPath=markerChannelMapPath,\n",
    "\n",
    "                    # parameters for generateGatorScore function\n",
    "                    segmentationMaskPath=segmentationPath,\n",
    "\n",
    "                    # parameters for gatorObject function\n",
    "                    spatialTablePath=spatialTablePath,\n",
    "\n",
    "                    # parameters to run gator function\n",
    "                    # ..\n",
    "\n",
    "                    # common parameters\n",
    "                    verbose=False,\n",
    "                    projectDir=projectDir)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Same function if the user wants to run it via Command Line Interface**\n",
    "```\n",
    "python csPipeline.py \\\n",
    "                --imagePath /Users/aj/Documents/cspotExampleData/image/exampleImage.tif \\\n",
    "                --csModelPath /Users/aj/Documents/cspotExampleData/CSPOT/cspotModel/ \\\n",
    "                --markerChannelMapPath /Users/aj/Documents/cspotExampleData/markers.csv \\\n",
    "                --segmentationMaskPath /Users/aj/Documents/cspotExampleData/segmentation/exampleSegmentationMask.tif \\\n",
    "                --spatialTablePath /Users/aj/Documents/cspotExampleData/quantification/exampleSpatialTable.csv \\\n",
    "                --projectDir /Users/aj/Documents/cspotExampleData\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Head over to `CSPOT/cspotOutput` to view results"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize the results"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us visualize the marker postivity of three markers using a helper plotting function provided within CSPOT."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/anndata/_core/anndata.py:121: ImplicitModificationWarning: Transforming to str index.\n",
      "  warnings.warn(\"Transforming to str index.\", ImplicitModificationWarning)\n"
     ]
    },
    {
     "data": {
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aFI8tFgs6JQzHpZxv0W34PQBaH495bsz5ucIzBw4jMLg2l2SKfwcANpsNPp8PtbW1AACDwQBBEKDT6aBU+f/2yvkzKCnMBwBcPnkUM1dnIDQ6BhZzEfa+s4oVNABg79pVQF38paLFvb9/DUfe/xsAoPh0LizmoiYDrsVchL1rV+HSyWyUFhbA5/Nh+IIn2bnwoM3hcK5XGou9TcXjxmKxwWBghQpAGo8FQYDH44HX64XdbofL5UJYWJgk5otVGQBgtVrhcrng8Xig1+uhUqngdrsBAG63G5WVlc0m3BSPXU4X+k1JQ3inLggNDW3x3DgcDud/TWB8ai5/FP8OAA5lvIde46dCFRwGAPBZK+GwViNh8iwMnDwLgL8I7HQ6AaBBPK6pqWEFDcAfi6k44Xa78d3hfSg5nYtz+/+NDj3i4Xa74fF4WozFlBs7aqqhDQpm58JjMed6h38qOYzARNdisfiT0h8uI3/XViSmzkVQZHSDIgUA/HC+EKeztmHA5JlwuR3Y8+ZLiE1Kxo239MCdcxdDodGhz+gJ+Ozlp1BSmI+SwnxsXJiCyG6xKD13GqWFBQAAn88Hc8FJlJzOBQAkJM/C8NmPYfDUNKhMYdAHhwAAyi6exd53VjXZLrL3nVXI/ngjACCyRxz6TExl52Yymeor3gFBm8PhcP7XiGOxyWRiu2tutxsul4tJgZuLxcNmLIAhJBxarZb9rbu6Aqd2ZKL3hGnQhkXA6/XC4/GgoqKCJcoejwculwtut5sl09Q3rVKpJAm00+lkBRCZTAaTydTgXMSqOQDw+rwYuegF2Gw29ng6Xzo3njBzOJzrhcDcmLVniPJHyo0PfLAWBzauZn+7f8ObOH9kPyaseAsutwNbl8+BOS8Hw2c/Br1ej2/W/xWJ0+dBaTCx+BsYjwF/ccPtdsPn8wEA9Ho9DAYD7py1EHqdHr3GTWWPq6mpabJdJDA3hsx/jACQtHwFO1efzwe5XM4LGJzrDv5p/JXSWFWVdtdot87tdkOlUuH4jkwWiIemL4PNZmNBk/7mdNY2HMlYCwBQKpU4krEWPp8PHR//PZTBoRiStggGgwEzV2dg7zurcDn3KEoK81nBIrJ7HDr3S4DL5ULJ6Vx0uPlWxPQfjJHpSxEUGcWO9a4Fy2A+dRwlhflw2q3IWvmspOhA1W5xK0nH2L7o0LkrrFYrS9SpGu6wVkuCdluh14sbNQYFe3bzAgiHw2kzgfFYHIsBsHgsl8vhdrtZEt1SLB7/9MuoqamB2+2GQqHA4Y834UjGWsjlcoxe/Dz7nThBpmSVXhMAFAoF1Go1goKC2OtSAcNut0OhUDAlR6AaZN+G1TDn5UAfGg67pRxyuRxKpRIqlQpVVVXs2KlYIi5otOcaXquHB4fD+fXSmJoiMDeOTUoGAAhuJ8sfKTfuPTEFcrkcianzAAi4kP0NzHk52PXcY+h4azzMeTmIiuuH+PHTcHjLOhzJWAuNRtNkPFYoFNBoNHC5XKgsvoxTOzORMGU2IiIi2DGPXvw8AKCiogIejweCILDYGqhq8wk+9ncyyNA9cQQuncxGVWkxLOYiBEVG+89NECTF87bC4zHnp4J/in5lsODl86H04jmcztqGEbMXsmoxBRetVourRRdwOmsbet8zjgVicQAXB6ERsxcCAGLHJkOpUKK2thb9HngIdrsder2eSZT1HTrirqUvwlVZjq/eex3WSguUGh2GzXkcoVGdUVtxBUqdHvHjp+HGm3tIlB8AEBodg4nPrsSnK5bh+1PHkJu1nRl1WsxF2LgwBaWFBegzZhISkmfB6XSi35Q01NTUsKKFQqFAaHQMkpav8E8nEYCq0mJ88twTGDl/CWtfaU0rCVWvyTQUaF8BhMPh/LoQFysCFQeBjxMEARqNBjKZDDKZjMVhoPlYbLPZIJPJAAAymYwl3IOnpjEJsslkgtVqlezsOZ1OqFQq+Hw+eL1eaDQahISESJQfAGA0GlFV8j2+fn81PB4Pbpv5G3SJ6w3AX9zweDyITUqGIAjoe+9E5PzzH4gfPw0ejwfV1dVs99BkMiE0NBTmc2ewf/NqxN89lhWCA+9NTUGmoeThQc/L4XA4LUE5n6OmGtkfb8SF7G8w/fX3G8QfV2U5Tny0HkqVEoPuT4HWGCzNjSMiECPKAae//j5TnHW4pSf6J8/GwMmzoAwORe+JKQCA+PHTYDFfQvZHG5AwZTZcNhuObtuA+PEpiOhyC2sV+fqzLTj+0XoYDAaYTHOxb8Nqpmw2mUyQ1Vrx9dsrIQgC+k+dg8iu3RAaGspUHB6PB4NS0iGXy3Hx6EGUFObjizdfQtnFcygtLIApMgpJy1cwlV9Vyff499t/glwmZ7lxa1tJeDzm/FTwwsWvDEqQlUolCj7/CNmZ70Kj0bBqMeAPLiUXz2LXc4/hSmEeFAqFZDHeVPBRqVTQ6XTo2LU7bljyArRaLex2O/u93W73y5XdbhhCwnHPsj/CZrNBpVJBpVL5g2FYBO5/5hUWGMW7hbSjl/d/n7MiAQDAn5fjUMZ77OdujwtBeiMGTpsLlSmcPZSex+l0wuFwICgyGtqgYCadu5Sbjc59EwABkptXU32MpOyI7BaLHkPvwuCpaQ0q3RwOhxOIWJIrk8mgVCobqCkIu90OuVwOn88niS2NxWIqylZXV0Or1UKhUEAmk0GlUkHWqQuSlq+Aw+Fgz0+v7XQ6odfrIZPJIAgCKzpToURctFAqlazP+tSOTJzcmQkAUBuMuCHmBXb8CoUCwR2jcccjT0EQBNw+d6lkB1CpVMLr9TKPjPxdW3Fg42qcP7QPJYX5sFdX4s7Hn5O0yDQWVz0eDyumKJVKaDQaaLVaHos5HE6roPbhjj16IbJHHMx5OTiU8V6D3PjwlnUs3umDQ1qVG0fF9kFUzz64Y+4iqExhLDfW62/C0PRlqK2txTfr/8qUcgBwbOt6KBRKdHz0mXrF8ZzHodfpkZg6D3vfeQ3ZH29EzZUfEBbdGUMfSsf+dW+wY1NodUyJQUXk6hIzCj7/CANT5sHn86Hs4llQAt2ha3c4rNW4WnSBTTrJ37UVx7ZvBgCYT5/EhBVvITgyGrW1tU3G40ATZ4rHrspyZK19lauSOdcMv5v/irCYi3Dgg7XoOWYy9B0iMWDSTMhkMgyemtZAmnxqRyauFObBEH4DOvUeiE+efwIQgAETp6Jgz+4GrRGHMt7DgY2rIZfLEbN8BRQKBQv2lAAbDAYmG3NVluPwlnXoPTEFEd16AkB9dVcux8j0JVCaTJLdQuqjjh8/DZarpRBcThhDwzAyfSk8Hg/ixk5BdXkZBAjwer2svWX4gifZ61JCTgUUn8+HXuOnwl5die9PHUdpXftKn6RJiI7vz25egSoKusmRB0di6jyERneGxWJhNwmSfPOkmcPhBKLVauFyuSAIAmpra6FUKqHT6RqoKQCwNgqZTMYUEQ6Hg8W1QDmuw+GA2+2WGGw6nU7Jz6hgYjAY4PV64XK5oNPpoNFocLXoAg5vXoPE6fOgC/NLksXtgyqVCna7HYIgoOeYybBcLYVKqcJtKXPhqizHt5nvITYpGSFRndjIVI/HA5VKJfHnoHgM+KXJvcZPhc/nQ83VEpQU5rM4LZPJmm0joZirUqkQHBzsN9CzWFBbWwufz4egoCBuOMfhcBrF4/Gg1/ipOH9kP4rzT6BP0iQo1RrEjUpqkBv3npgCy9VSKBQKDJw8C5WVlX41sV7faCw+lPEesrdtxPDZj6FD565sYQ9Ic+NhMxZAo9Fg8NQ02Oz+gvbQh+bXq9o2vYU+96di9OLn/TGsbsPOcukCTv/fLn9hu64NJLJ7HG5LmQuj0QiLuQhfrnnVH0chw8mdmfB4PBgyfT70wSGIG5WEgj1ZcFirkb1tI2QqDYakLULlD5fhsFajT9IklJ47g+L8EzicuQ53P/EsM2duLB5TQV7cwqhUKvHJa88h++ONqCophqljFC9gcNoNv4P/CqCpHRePHUTZxbM4d3AvHnhlLUKiOmFI2iKo6gKLOADF3z0WJz/fBmvZFXy1/g1mrFZ8JhfmvBzWt0fmRHGjxsDn8zEZMMnEtFotdDodgHpJs72shBkUuWxWHAP8QVgAq+5CALRBwehx57049cVOfwId0gGCICC4YzTuWvIi6/0zGo2oqamBOiQcdzz+LPR6PapKvkdIhwgMfWg+fNZKfLnW70OR93+fo/fEFIR37c4KGargMNyz7I/wWSuxaWEqm3wSFdsH4Z1uRlVpMTKXzQEEQGM0YmT6EsSNGoPCA1/CabPWjXbtLNn183g8cDqdfKY2h8NhiF3ixWZrZMSm0WgaqCloQU6KM4fDwf6WChoulwvll7+TtP75fD7W6+x0Olkspp0wikvUtuF2u1FdXQ3Ya1h8BoAhaYvgcrlgMBhYYUChUKCq5HscXr8JsUnJuGfZHxEcHAy3242v334FBzf9HbW1tRi9+HmoVCpJwfqL9//GCt8JU2ZDFxzKCtSq4DAMX/AkfNZKmCKjmOGcXC6HWq2GSqXC1atXYTAY4HQ6IZPJ2DlpNBooFAp2ThSLZTIZux/xeMzhcAjazLv1vkkw3NAR9/1+Ff7zz+1w2a0w5+WgYE8WugxMlOTGHbt29+eLPh/kdQVcoD7mUEwmU/vW5sYmkwmjFz8Pi8UCldKvgq4uNePAB+/AZbMi++ONqK2txT2LnoNcLsftDz8KmUqDPqMn4ORn2+CwVuPWeyawIrhQN5bvwAdrWV6dkDwLQ2ctRJ+JqYjqdiuCU+cyj7bjO7ciYfIsDJ/5CFQGA/ZvXs0KLvctfs7fljLW32qoUqkgl8vh9XpRUVEBQRCgUChgNBqh1WpZ7ktFZI/HA5fbBQAoPXcaubu3w+fzYdxTL/3X3mvOLwdeuPiFE+joDgClZwuQv2srRi9+vkG/tLjPz1p2BdHx/THu6ZdxfMcWAMCACdNQsCeLVWmrSouR/fFGOGqqcdfSF2Gz2Vh7BwA2m/qH84U4sW091Co1AP+I0+j4/oAMyN7mb9NISJ6FhMmzWCV5/4Y3WYHEnJuN8S++CVVwGJM+i93sKfFVKpVwV1Ugf9dWxN89FnvfeY0Zgebs2gpr2RWcO7QXnfsmYGT6EgRFRrNroDSZMHN1hv/866rPpLoQc+lkNjr3SUBpYYGkL5B2/eRyORQKBbxeLzsuDofz6ybQH4IKFF6vF3q9HhqNRhKLxX5EtbW10Ov1UKvVje7uabVafBNgyimXy1m7BkE/c7vdCA4OhsPhgM/nkxh/Ht68hsXn4TMfgSDaXXO73axt5dSOTBzJWAuPx4Oh6cuYT0ZsUjJqa2sxcPIs6HQ6OBwO9vrfZr6Hg5v+juM7t8BWfhVOp5O1rmi1WkksTlq+QnLNxMdeWVkJAKguMSPvsy2IHzcN4Z26sGIGXT+5XA6dTsemrvB4zOFwgHrj4CMZa2G32zFs/nIYbujICqfkXSF+PMVjn8/Hiri1tbWNxuSvN72Fg5v+Dp/Ph+ELnoTNZoP53Bkc/9hf7NXf3B0ymYx5G6lUKgBgqjaZTIbDmeuQs22DpOBAf6Myhvg3HlUqqA1GHNi4GpdOZMPr86Hs/BkoNDrcu+QFphBRqVS4Y059q0pNTQ07f8qNE1LmQRkcCoPBgKEPpTNvu9Dozhj/9MsSlZxKpUL55e+QuyMDfSamAoC/DSV5FlTBYcxPzmQywWazoV9yGpQ6PW698z6c3pPF/obDaSu8cPEL51DGezDn5aBjj16sJUNjMCIxdZ5EZeHxeGA+dwY7n30UxfknGrRAdBmQyJ6zy8BE9u9Pnn8CAHA59yhcleUwhISznUG5XA6H5Sq+Wf83XMw+gIpLFwBA8tyAAAgAZMDI9KUIje4MwF9A0RqDETcqCZ+98gzMeTk4tSMTQ9IWSRJ/tVrNkv2qku9xfEcmq05T0QMAjB0iYC27ApVOzwoOdQXputf2FzHkxhCMXvw8vj95BMWnczHw/lRYzJdgt5RDExQEZ00NSgsL0LlvAhImz4IgCOg85E7s+vMz6DMxBbrwSHbu5PnB52JzOBxadFPc0ul0rPBqNBpZbKDicachd+D0l1kYMi0NIVGdG8QPjUYj+feI2QshCAJixyajpqaGTQBxu93wer0AwHqr3W432ykLbOMjyTLF/kB3eHKb7z0xBW63m+3CUS9zeHgc8zgiJQftQsYmJePct1/jSmEeInv2RuzYZPYYp9MJtVrNzi/QvLS24gqyt27Arfc9CGNEFADg1M5MHP9oPRRyBe5d8gKsVisrctBOH11jnU4Hd1UFst59jcuUOZxfOeLpIAMmzWSKLXHhFKhTLK9dBZfThX5T0tDx5u6SFgiKv4A0Jve5PxW1tbWITUqGVqsFAOzf7C8UeH1edF62ghV1aYpI4ISoISlzoNfrMfSh+Sw39ng8kMlkkvjae2IKvjt2kOW7Ub364baUuf7n6tYT4363knkXUaGE4vGlnG9RcjoXkT17I27cFNYCCH0wbp+3FEajURKLSe3nrqrAv/64FCVncuGuteJK4WlcKcyDWq32q0XqWr/dtXaodHr0S07D7XOXQqvVomNcPwQHB7faBJ/DEcNXUb9waOwnJaFNYbPZcDhzHYrzTyA6vr+kiNAcI9OXoPi0v30k+6MNbJeMepMPf/huffsHgI49ejV47gdffKPB85LBHACMe+olfLpiGWqulsBrrYTSYGKJqdFoRE2pWTJilQojcXcl4finWwAZMGDiNHz252ckRRxqnQEACMDIxS8wOXHBnt3sJmC3lCM6vj/CO9+M3KztuKFbT9wxZxE6dO6Kqqoq/GvVC8jZtkEijaaRVrSjSc8LezUP1BzOr5DGJjKJk16C/HOi6vqt9Xp9qyS1odExGPXY79hCnQrTlZWVcLlc/kJyXeEB8HtKqFQqSdFEo9EAoqQdgKTArdFo4HQ64XK5oO7QEXf+5mm2A2kwGJi3kTippp1Jh8OB8PA4PPjnNf5dx7HJCL+pCwwGA6qqqljy7na7ERoayiTVVIA4/OG7OJKxFjKZDEPTl/kT9gkpkMllGD7zERZzCVKxeL1e1NbWQqfT4fCWdTiwcTV8Ph/uW/oHXlDmcH6lGAwG3HhLD3R7+uVmv//kUQEAGmNQi48norv1xMhHn2G+QiaTCUMfSmfFXvG4aQAsnxU/d0zPeMT0lMZ+cTwODg5GVVUVtBFRmPzKWuxbuwpepwO6oGAEBfnHVYtHrIqL1Ha7HfqbuyN11fv4ZvMaxI5NRlh0jH9yisvFit10v6AclinztqxDyZlcRMf3h1ajY5548XePQ2hoKA69t0qS+2uNwSxuU25MU/kcNdWY8NxrPB5zWgX/dPwMEFc7ATT75Q6sYIoLAM091uPxwlFZhsjucRj31MutKloA/mR53FMv4bNXfoe4UUns5yqVCrarJfA6a9EnaRIAv9KjtQURMQV7djOVhEypxh2PPwu5XA6XywWZTMaCH4AGRRexUmT66+/Xne88HMp4F7lZ29nvnHYr9q3+E5PwUcEn7q4kFHyZxdQhGlMY4sZNgU/rd9k3GAwYkjIHWq0GvcZNg1qtlhjFGQwGf984/DeAb+sWJQAfm8rh/BxpbTwOVFoF+gg19djE1Llw1FSjpqwUvh69EH/3uFYfm06ng9vtZr3T4p+p1Wq4XC62+yeTyRAUFNTmJNFut0sKBGJlQ3WpGYcz12HApJnQd4hkZpzincmYnvGIrpMdk5qCkmMy4bRYLKzFhf5WogSpG/EHALfPXQpf3QhvQRCYtwcl2QQZO9vtdsRPmMZM5AA+po/D+TnSlty4vfE4btQYnN73TwBA/zEPtDpeKpVKBAcHs+lOABAUGY2Rjz7D2ogpxrU3FjscDlbwVRpM6Jechn+9tBQlp3OhNQaj1/ipOJy5Dn0mpiK8U5eGRWoACAlhbSAUj8XtfaSgpuOkay2Ox4CAy6eOorSwAJ+uWIpZqzP99zFrNWqulqKy+DJiRyaxY6XcmKbyOe1WHo85rYYXLn4GiL/Q9P+A9MsdOIMaaHlhLK52AsDpf+8CAGZI1Bos5iJ89srvJEZGNpsNJRfOsgA6fPZj17RIT0ydi7MH9qCkMB9KpRIymYwZ2rkqy3E59ygAv5pj+usbmyyMiIs4ialzUVVSjOIzuYiK7QONwcj6w7s9/TKUISFMPRJ6SxyTSY9Y+Ft2s7BYLAgNDUVMz3iE/Oa3sNlsrM9bqVSyhJ2SZ4/Hgx533osL2d9IijwcDufnQ2vicaCfRUuJGD2ny+VCaGQ0AOBMXbLclnhMbSB2u50lpjRhpLq6mikjriUxJJ8IhUIBR8UVfPX+ani9XvQdn4x9b72M4vwT0Ol0uOORp5pcRIgXDTThhIoXpLqg5Jaew2MwYGj6MjaalcZ6UzJst9uZ8WZVVRV7X2hai9FoBKI6Ydj85azIodFoWGLOd/k4nJ8XrY3FYq+gwN83htjM9/iOrUyZ25ZYLDY9djgc0Gg0sNlsDUZbX0ssJpNij8cD29USfP78Yyg7fwaRPeIQNyqJtX6rVCqMb0YpEhiPWTGkLn+lYgMVPkwmE4vHlBvf1Hsg22Dct2E1xj/9Mh78wxvIWvkszuz7J07+61PcNmexJDfWGPyqkCvnzqC24gpUxhBW5OFwmkLe8kM4/yso+fV6vdDpdHBVlmP/mr/AXV3hn4m88llcLbqAqqoqfLnmVezf8CacdqvIP6J5xNVO+u8OXbu36m+Jve+sgjkvB5E94tjfGQwGnM7ahpLTfhlZW56vMUKjYzBzdQaGz34Mgx9awBJctVqN/eveQElhPiJ7xGHm6sw2KUVMHaNQdvEsTJFRGDBhKqLj+zeoqNONsbq6mikptFqt3wTU7UZNTQ2qqqrYiEDxDh+h0+kgk8ng8XiQ+68dMOfl4LNXnoHFXHRN14XD4fx38Hg8bDqHIAgsFrsqy5n0trKyEhaLBU6nkxUtaPHdElqtlklwbTabZKxda+Nn4CQNgqaBkKFca46nOYxGIwwGA8LDw5H/2UfI3bUF+VnbsO9Nf9Eiqlc/DJuxACaTqVXFAEpkFQoFHA4H8/+gY6fnoFgs/ocM4Oic6X1SqVSSpJteR6fTsdhtt9uZwXNNTc01XRMOh/Pfw2IuwifPPYF/v/p7lg8H5sbfHTuIrJXP4vvC00zVJfaPaA5xO117YjFQ36KhVColbYI/ZixWKpUICwuDwWBA/mdbUXb+DACgc98E5P3fZywej5j9aJuUIkqlEl6vl8VM8ZhpIjA37pechoGTZqDvxBTEjk2G+dwZZK18Fj3uvBeDU9PRf9LMBq81YMJU6EPDUVKYj33vrGIFdrGij8MJhG8xXMfYbDZWIdbpdMj+aAMObFzNFsf7N7wJh8OB2+Yshq3Kwv6uPeoGqnwqVWrUu1Y2DRkWXTx2EADQqfcgyI0m/7inUjMEtxMJk2dh5Py2t4Y0h1qjhrwusBqNRtSUlQIAQqM6t/l1xP4fhzLeZQWF6a+/j6DIaNarDfhbXyigymQymEwmtrtJ1Wi32w29Xg+fz8cSaKVSKdlNHDh5JopPHYU5LweHMt675nYRbm7E4fz0UJJGu3A5n2zGkYy1kMvlSFq+AlVVVWwsHvlIiHeWWoK8cORyObRaLQalpMMnV2LwtLRWxTWPx4OKigrJQl6sIqCFfHvkyE3h9XrRa/xU2KsrIZfL0X3UOJzek4UBk2YiKDKqzc8nTu7pepPfBeBfROh0OmYQV1tby85Rp9NBp9NJCkb0O5qa4nQ6JUmxSqWCQqFgMf1a4SbMHM5/h0MZ7zFlsdYYDLlc3iA3Pl/nEVRbW4vEuUsAtK8FIWH6fPjkSgycPKtVcS1wxKpSqZS0s/wUsRgAeo4cg/OH9iGiW0+MTF8Ki8UCu92OQVNmtzk3DozFVFCgWNxYbqzvEIk7H38OwcHBsNvt2Lf6TziSsRZOpxND0hZBr9fD5XJJcuO8//scdks5ex7Ko2022zW3i/B4/MuFv5vXCY19ycQyMJlMhoQps+F0OjFw8iw4nP5Et/eEFABsgmi7EHwCBqbMQ9GJIygpzMfed1Y1aphJi+S4UWNYewjg95VImD6fyfSoBSVh8qwfrWhBhnUUBDUaDZRKJSqLLwPwjyi1mIvatHgPjY5BYupcHMp4F516D4CxQwTMeTk48MFaDJ79BDweD3w+H0JDQ1FVVSUxJhK7QSsUCigUCnbTJPmy1+uF0+mEVquF7WoJcndk4I5Zv2nUE+RarwvAPTM4nB+LwHhsMBiYE7tKpULidP/O2+CpafB4PBAEAVqtlklsgfqdq9YgjvVVVVX1ng8tHKPVapW0WAB+5QEZdJpMJiZ7JrXBtSJua1EFh+GeZX9kJqDh3XsB8O82UpLbVrxeLyv80PQTOj96P0j6LZYxkyxbqVSyeCwejUq/p8IOTRAQP+Zarg/v0eZwfnway40TU+eiurwMHq8HfSamwmerwoXsb9Cp90CcPbQXCZNnocfd41Hw5efXNHbT5/PB1PEm9H9wBo59vBHKlDmI6Rnf5DFqtVrJiNWRjz7DxjjT8/2YsRiojzunvtiJksJ8dB86CqHRneFWaTFs/nKmRGvL69E9z2azMSUxKYzLL3+H49s3YUjdtWgqN45NSoajpho+pwPl5/Jx/NA+9J4wDSpTOMuNYxJH4D9ffwEAGHh/SgNPkB/jugA8Hv/S4IWL64TGvmQkA6OA6HYHYUjaIshVKqg0egxJW8Tc2hVKVZtez2IuwpVzflmZXKNBrb0WHpcLAHDx2EHWxrB37SpAAAZMnMqKFTRmtGOPXujUdxBGpi9FUGQUampqJNK6a6qmiI6TiiUAMHDyLMhVKmi1WljMRYjo1hPVV0tgt5S3S8FAC//IHnGwll2BPjQcXRJHShYBgF/KTcZ2NKub1DAymQwOhwMqlQpOp5PtAOr1eqbKyPlkM3K2bWBjUkndMe6pl1CwZ3e7FBMWcxEc1mokTJ7FJIxcgcHhXDuB8ZjUE2xiBoAhaYugMhhgPncGhzPXYUjKHER368mUD+I+4bbg8XhwePPbOLkzE5eyv8bNCcMwPO0JqEPCmRs8jbajGKTX66HX69l4U4pRkiLINaoKxMk5UGfALPp/nU6H2tpaCILQrteia04FHLVaLWn1IGk1FYo0Gg1kMhn7h4pKKpUKdrudFZC1Wi00Go1kFCwVlr1eL+RyOZxOJ5NGt3eHTnyPEF8vvuPH4bSfxnLj0OgYTP7jm/4CamU5tj73KMx5Ofhq/Rsw5+UgOr4/hs95Ap2WvMDGMbcWcfHZ5/Oh5MJZZD3/GK6eP4PiE4cx6++ZCIqMZkVjvV4vGftMI1YHTp4lUYvRP8C1x2I6TnH87T16Asy52YgblQSLuQiHN7/DRke3R8FA151Ua3TPOb59E3K2bYBer0dMz5dY3HNXVeDwlnUYNmMBVKYwBHeMhjYoGEcy1uKH/5yCOS8HbrcbIxb+luXG577+N/MP+eyVZzD+xTehCg5DdXU1W9u0J37SPYIUegDPjX9J8LvpdYKrshzfbnobAyfPhMEQy5Iu87kzOLUjE70npkAVHMZ6zShQknxLFxQMwG9y0xrlwaGM91BSmA9jhwgkPPAQcrO2oaLoPACg7OJZHMp4DwDYGKjT+3bDWnYFxg4RGPiAv4J9Z9oTuHzqGKi1hHqsb71nAkr+k4cBE6Zd83UJVBSQ6RqNUsrN2o4+SZNgioxql5cGtYtUlRajtLAAdks59r75R4z/w5sI7hjNzosM7gCw/miZTCYZZyiW1dFMcLoJDpg0EyqVCrFjk6HT6djM7U9XLENpYQEcNdWNqlyawmIuwoeLH4Y5LwfDZz/GlC1cgcHhXDtarZYtZsXFB5/Px0Z30kJ6/45M5GzbgNKCHDz0140Ii4xmxYvWKg9qamqYekutVkOp8r9e+XfnUf7dechUGgxJW8QW9YC/sK1Wq+Hz+aBWq+F2u9l46EMZ76HX+KlQBYdBq9VCpVJJJo20h8AFRFVVFdthUygUqK6uloxYbSuUYNI193q98Pl8UCgUEv8gMrgjWTGdFxWLKdmmx8vlchabAamyghQa9HOn08lUdm2hKSM+vuPH4VwbrspyfL1mJZRKJe5asAyh0TH+VuV3Vvk3xwSwYsW4p17GZ6/4x95vXT4H019/H0qDibUotKaQTN45crkcRqMRB7K24Wqdd0Tp2QIcyngPQ9OXsdZAihnU5hfeqQvuXfICyxdrSs3Yt2E1YpOSEdHllh8lFtNxiuPLga/+xUzyfT4fDm76OwAwk+S2EhiPycR48NQ06HQ69JmYKsmND29ZhyMZa6FSqTBs/nJoNBr0e+AhCIKAvvfej9wvdiB2bDLkcjnLjWOTkuG01qD0TC7MeTk4tSMTQ9IWwe12s/tsW+Ox2BhbXPTgufEvB164uA7weDz4ZvMaZGe+C4/Hg3sWPcd29w5nrkPOtg0AgOELnpT0yVHvbk1NDUamL0Hx6VzmneBvgWi6uhg3agxydm2FtewKTu/NwoDJM1GU/Q1KzxYgsnscOg+5E2f+vQN9kibhyrkzrMhhLbuCY//IkFS3L2R/wyqlcrkc3x3cW7coX4rOfRMwMn1Jqyqc4oooAKa0cNRUo6q0GJlL50Cl1yNh+nwYIiKYokNjMLY7ENGkEYu5CBqDEZdPHkVx/gnk7dqCIWmL4HA4JCOgaJeRdjspeQb8NzDqXxQXMZRKJTp07oqk5SvYTuj4F9/EqR2ZqLlagtLCAlzOPYrvjh3E8R1bARmavGbkLXLpZDZKCwsamJ8mTJkNh8OBXuOmcqd8Dqcd0CKUEl2ZTMbiMSkcxGM+h0ybg/OH/f3UBz5Yi3FPvQS1Wi3xTmhp95124lQqFYKCgpAwfT7cbjdqq6uhCw5GvwdnSBbjJP8lLweKNS6XC4c/WIsDG/2TPm6bs5jdJ6xWa5t2sAJHDYqncIgVClqtlr2++Lq0FeZWX1fAIUUEvabdbocgCAgKCgKABgoKg8EAh8PBpMriaSKU5Ov1emaWrNPpmFLOZrNBJpPB6/UyPwyK1U1ds8BWnUAz1qaKXxwOp3VYzEXYunwOa0uWy+R48MU3JB4XCcmzRIb0AqJi+8DtdLC23/uW/gFut5t5J1Bu1lQcJDWtz+fD1UsXILid6NC1O8ounkWHrt1RW12FyuJLCIqMZvcImhJCi/jAeHwkYy28Pi9GPfo7tihXq9WS8aTN0djYV61WC5/PB6/Xi/LycvQaNwU+nw+JqfNQXVMNu92OvvdPb3fRVByP5XI5K/7I5DI2xUl8TKT46JI4khWWNaEdcNucxdDpdBjZoxczSKXrE3ZTDO57+k9wV1Ug+6MNGDw1Dcq6HJoKJRSPabOwqWtGubHL6UK/KWkI79RFUrCJGzUGhQe+RFVpcZvbyjnXF/xO+l+EduDEXz6qDsYmJcPr9SB+QgpLhAwGA4akzIFer8fQh+azLzz1ydGXVyaTISQ6RuKd0FR1kYoDVSXFsJZdQWSPOPSZmAplcCgeeGUt8ndtRechd+Lfq17AlcI8DJ/9GO5b/FxdESEJBXuyEHdXEgq+zELcqCR8umIpzHk5yP7wHdz5+HNwu93oPSEFF7K/QcnpXJQWFqD4dC6mv/5+k4GisVGugN9g6eyBPRAgoLSwgP1cHxyCmOUrMGDCVBSfzv1RlB2h0TEYmb4Ee9euQqc+g9BnYiorOtD7YTKZWCWX+qPpJkfyaLvdLkn0KUkW95xbLBaogsOQOHcJrFd/QFnReRTnn5D4hkAAtEHBiBs1hhUzBkyYKnmMNjgE4Z1vRlXJ9ziU8S4SU+dCGRyK2+YsBgB8X3gaBZ9/hIQps6EOCeeSZQ6nDrHMlhamAFh8pWIkAEk8Jsmsu6oCX7z/NySmzoU6JBz3/v415O7IYP3URqNR4j3R1O473RPo9agfWhUchjFP/xmCILCFucfjgV6vh6quVU68sNZqtWzHv+eYyQDAYhh5OlAC2NIOVmPjA+m/SS5MCwEA7PVdLlcD5/n2QAkzLfqpBYXeC3GyTNdFXDAQBIEl2aSIo1gsLmJQQZpiOk12EasnyNfE5/OhutSMUzsyEX/3WOT93+foOWYy9B0i2fumVCoRHOxXPlLfNx0fqfCoWMJjMYdTj1hBQZs2YlWpNjgEjupKNv0uMXUuHDXVdY9fCkDAoYx3WQ7Zd2IKovvd5s9t676X5J3QXCwmtYXP54NSqcTxHZnI3rYRCcmzEDviPtRWV+Ho9k3wyhW4d8kLCA4OltxHxP8mRVr8+Glwu92IHetvIaEYQ3GhuUJvY7EYAGupo8cAgMoUjuELnoTJZILe6cTIR59h8ehaICN8q9UKlUqF45szcSRjLQRBQMfHfseu45efbYM5Lwdn/r0D9/RNaDI3rik148AHa9F7Ygr0HW/y/zwk3L+BWGco6qosR96uLSzGUjwG/LFcLpf7J8mse6PR3PjyicPomjAUg+5PYa3Yef/3ORvXCgEwdYziufHPFP5O/RcR79gFJk1hN8Vg+IKnWM8tEXJjJ9y39A9QKpWsTYKkvxQkdTodPB4PcnZ/yrwT7kx7HNHx/Vm/G3lVAED2xxuhDw0H4J8GEtwxGoIgICKiJ4JT5+KDRbNwpTAPUb36ITF1HkKjO7PiB82w7jLA/+/OfRNQWlgA86njgL0GhpBw6PV63Pu713Bsy7u4+p88mPNy8OHihyXFi8aMPhOSZyFh8ixUlRYDACJ7xKGkMB8A0LFHL0Tc0hOQAQ5rNSzmIhzfsRXmvBzsWLEMM1dnXHMF9VDGe8jethHDZz+GqG63MmWFuOgg3kGlJJ2SY9phNTTS9079jeJdWK/XC1VwGCaseAv5u7bi1jvvQ/YnH0ClUgEyf+GG/EQAMEWNPjQcdks5HNWVyM3ajvJLF2DOy4HP58Ot901Czieb0WdiKk5nbZO4OgNcsszhAFKDSVqYUiJJu/Iul6tBPKa2gy/efY0Vhu96/PcIje6MO3/zNEJCQthj6flcLhfb/SePBtqp9/l8LAGlxIl6lg0Gg6SFRKPRSHabKO7Qv0NDQ2GxWKDvECnxPyLlglgZEKgAEBfVSU1G9xmVSgWr1b9goFYQco6nuEbKh7buJDYH7V46HA4YjUZ2bLTooHNRKpX+mFl3DUNCQiQ7lDabDSUXzuJ01jaMmL0Q+g4dmReFWClCu6aB56dUKiGTyZj6kdr87HY7hi94kr2PtONKny+FQsGOmcauigs+PBZzOH4Cp4Qkps5lRYvIHnHwut1wVFey6XeAf2PHryjujKyVz2L/hjfRJ2kSouP7o+ewe3Ax51v/pCFzEWvVQN0uPOXPgaopKs4CQG15KVx2q386Xp2P23cFp+CVKzBw8iy22KXvcWA8JtWdvkMkU9tSrJDJZMzM0mKxSIoX4qI6LdjpnuT1egHUG8DTf4tjDakhKB6HhYVdcyym9jyDwYChD6VDLpcjfvw0SW5MCmixiXJjufHO155D9scb4bJZMeG511BV8j32b16NoQ+lQ2bwX0ua2gX4lea1FVfw7QdrMXDyTOj1nfxq9M1r2GcmMDeuuHQBFZcuoKRu/eGoqYa1qgIaowlOaxWunD+D3N3beW78M4UXLn4CKPC4KsuR/dEG1q5BO3aU7FFFlnqVSV5F/cHkBk9JJiW0giCwBIn8Fqhf7FLOt3VtHH9j/W5iJUPHHr3QsUcvlBTms2kgFJCUSiUOZbyH4vwTiI7vj+mvb2xxKoi4RSX7ow1IWr4CHo8H4Z26YOSiF2AvK8WuZ38Dc14ONi5Mwf3PvorjO7eyVgdamEf2iGPPmZu1HYBfAti5b0Ld6yyV3KC0xmAWKEsK8695tGig0SW1e1itVonBj9FolMgOxcFOfBPL/TQDOds2QKfTIebpl9lOKvXd0Q5fbW0ttBFRGL34edhsNtzx+LP+z4m1ElpjMOLuSsLRf2TA4/Eg4YGH8J+v/om4UUk4vnMLnDYrNAYjBkyYhoI9WYgfPw3fZr5XZwIqw7CZj0ClUqH3hBTJOXA4vxYaU1bQdxuobzegIgXtLtlsNn9hsYl43Gv8VCbLpeIAAOb3QAVp8e4aMwmr+x1Qb9ImvgewRFD0e41GIymKNAYZiNLzOxwOJvWlFgi6JhUVFWxBLjaXo2tChQCKc3QPolYWSkqpmE5KECqKiM/hWt4zAJL3LDAeA2hQXKZrQf9tMBhQ8PlHyM58FyqVCsMXPMn8oWgRQ1NjyJuIppJQ8UOsfowdmYTcL3ag/6QZCAsLY7JycUshFcQIKgCp1WrJuXE4vyaayo1JQeG0W+GwVuOfq15keWHnvgnI3rYR0fH969QVwAFRO9wdjzyFhCmzAfg3tcx5Ofhm45sw5+VAcDlRXOef4PV5cfvcpSwPoxHUtJlIU6BIwXV85xa2kRUa3RlVVVXQd4jEyEefaVU7nDhXFMdi+plMJoPtaglyPtmMAZNmotOtcaitrWVqMYoh4tehvF+v10OtVrPWOfHGJpkVi6/3tSzKA40ulSYTRi9+nhV8KOaNTF8CmUqD2LHJzebGZN5PReH8XVtxYONquN1u5g0yZNocOK01cFpr4LNW4vjHm5Cd+S60Wi1GL34eMpkMw2YsgMNSjivnzzC/vaZyY4e1Gqf/vQsAoAsJw6gFy3H24F74nA64qyv8reecnw28cPETQLt5hzevwZGMtfD5fMyfIigoCBaLBQ6HQxKQdDpdAzd28c487cpR8JPJZCwZJ+lueKcuSF31PrI/2sDaOhJT52Hv2tf8z6dQoKQwHwmTZ6H70FH+frLgUBZ8xIv3kfOXtmqUaWh0DKa//j72vrOKKSFCo2Mku383xvXDlbOnUVpYgF1/fgbF+ScAAFFx/TBo2jwImWvRIeYWJslLSJ4FoL5YIYZucA5rNQZMmAqn1Yor589c82hRsdoiNLozS+49Ho9kdFXgdIGqqqoGiyIqItXW1qLv/dMBQDJOkW6cQL3UmVpP6LFKk4kVYkJviWNjqUYPGAKlUokuAxOZasXQIRJD05dBq9ViwKSZAID4CSlQGEMwNH0ZamtrmZRZbPg69KF03ufH+UXTmLKCVBMUS2lhD4CN2qSFprj1IVApRbJckhbTwlW8i08794G/AyDZ4Q8NDWXFBdoJtNlsrNWstUXHQFk0/Uxc0CB/DNqxo/YRmUzGPDPE7RfN+TxQMZ7+22q1SgpD1/KeAfW7YE3FY/H90FVZjk9WPQcIwMj5frk5XccBk2bC4/GPTmwsFovfM6fTKbnmdN4xPeMR0/MlWCwWDLmpK3Q6HTQajWRXkVQr9L7T/dnr9bL7Bi1k7GUlTAlJx8vh/JIJzI0dNdVMOTHhudew68/P4EjGWnTs4R+rLIMMAyZM9auFZQDJhntPTIHdbkfc2Cn+4iK1GpiL/Bs+dfkvFTKi4/tjxMOPQhUQz0hJBoDFFppA1HtiCgAgMXWeZPFOhYKWoLhL0/ao+CuOxXm7tiBn2waYT2Zj/ItvwuPxIHdHBvo/OAOh0Z1ZMcVut0smRzWmaBNvjJI6w+v1XnORVKy2UCqVsJiL8K+3/gy324075i5CaKh/PGxodAzGP/0yK0xlrX0VcaPGSKbmWcxF8Hg8iEuajITp8+uu71w4nU5W8HC73VCZwiDXaHF02wbogk3M9442FU0mE2AywdQxCrm7t+Or9W8wRbc4N6bPy4AJU3H55FGUFOajtrICX61/A1E9++Do9k3QBZsQU/fZ4fH45wEvXPxIiKWp1O+bOH0eNBoN4sdPY31qVHENnA7icDjYDg/tHJE8trbiCg5/+C56j56ALz/bBqfdCo3eiAETp6Jgz270uPNenPpiJ4bNWIAbYm5mqofQbnHQarUYmDIPBXuyYCu/CmOHCFaUoAqtWG0hXry3ltDoGGiDgrF/w5uQqTQY//TLkgR6RPoS/zVye9BvwlTk7d4Oj9uD+DEPYu+bL+FKYR6i4/oyg6XmXpuCSfa2jaxPLXf3dhTsyWJtLK1FbAaamDoXPp8P8eOnwel0MnM+oN4IT3ytyKuitrYWTqcTFd8XoeDzjzAweRaCI6MllXlCoVCwBYJ4XGp1yff499t/gttuh8ZoRPfEEfhyzUqERnVG0A2RGJ72BFT6IInKw2IuwgdPzEJxwQnU1tYice4SuFwuRHW7FcELf8uKWeLFR2Vlpd8sqk7yLJfLWzRx5XB+boi/qwaDAZU/XMaxTzPQ5/5U6PU3sUWxuFWP1AQymYwVLsQTIoB63wpBEKBQKCAIAq4WXcD+9W+wkdF7dm6Fz+dDwvT5iOjW0590lpXgYMZ7SJgyGypTGJP0yuXy+l2suoIJvSaAdk+koBYLWjjT81M8lslkcLlcTF4sNpejIgwpTQLbUpq63rSLSL4S7RlfJ37PALCYRQX9luLxZ2v+wqZgqQ1GDE1fxo4pJKoT7l3yguRaVFVVAQArtFC8pPefFhzV1dXsOOVyeYORhoHmqABQVfI9jmW+C6/Xi76TH2YjCenz+PWmt2CrtODkzkz/uQYFs/s2H6HK+SUhzrM8Hi8Ob16D3qMnQKPRwGGtxv4Nb8JRUw2ZWoNOCcMBAP2THsBnf36mTjW8m+WXWqP/exLdrSfuXfKC5PtadCYP2R++A7lMDlqwdk8cgeLTuRj31Mvo0Lmr5Hgai8di9YK4OF1VVSVZvLcWMlSm+EBKDYrFidPn4fuTR1CcfwKns7b5W763bYBSqWReZWq1msXF5l6bfiducSOT4ebid2MExmMqiDidTuzbsBond/jjVugNkYju9odGY/GBjatx/ojftLrwwJd+9bQAnNyRicGp6Yjqdit7Pa+zFjlb1+G2Gb9BSFQn6PV6DEmZA51Oh17jpsKnNeL2eUtRVpiHjQunsdx4wISpTLVNqmuLuQjr0yej7OJZnN63G2UXz+FC9jcYtWAZ9qx5FR63C+a8HETF9sHw2Y8hblQSPnn+CaYCB/zxmFTQPBZff/B34xoI7KMN7L01hEVIkhFaTNrLSnFi23rIZXL0GZeMU1/sROL0edCG3iDpg6adcZfNiuyPN8Kcm11v3oj6EaWFB770j9S0lDPDGdQtdJ1OJ1TBYZi4YjW++vufkLT8j5Ab/btUVGChoG+vrmStEm2BlBp9J6QgdmwyampqmETa7XZDExyG+576E5O19bx9BGw2G75Y+TtcKcxDRPfYRtUVTUEGTU67FSPnL0FVSTHOHtiDU70H4PKp461ehJOB6YXsbzDuqZdYsk/FJFrMiA3dxDu2lLgKgsCkyB6PB6MXPy9JwGlxRIm31+uFwWCAvayEmZIe2765/n3d639fKYheOpmNm3oPrJ+mUnfsxQUnENEjHr3GT4VSqZTIuvV6Pds1pBsxje/q9+BDUKlUGDw1TWLiyosYnJ8rTcVik8mE/F1bcXDT36FQKJjMVKx+oLF3tHAl1QMAifqB/lu8M39485oGI6MB4IczpzBhxVuI7taTyZodDgdum7OYFQzoNQlxPCZFXnt2y+h5yA+CiqUkQaZWkODgYCgUCpb4V1dXSxQgrUnWyFiUknG73Y7K4kv4+u1M9Lk/FdF1xZuWoPes8ofLOJbxLiADBqbMgyo4DED9qFPabRQraehY48dPQ+XVK1AoFegzMVUyAUbc7iPuBSecTifkcjmcTmcDVVwgCoWCeZaIj11M7qcZ7HOhCzIxxSVJow9u+ju6j0hCh1t64oabu2Pw1DTJc4nvMzxp5vzcEMdjcY4BAEcy1kKj0UgUEg5rNTN8HLHwt5DJZJj8yloc+vBd3HrnfTj5+UcsNxUrm8Tf18OZ65BTl0dRLI7sEYfSQv8I04I9WRJPteryMsg1WiRMmQ1jxI2SaSOuynIc3rwGidPnMV+K9rTbklKD8rPGcuMJK96qU8DOB+Cf3BQ7dgoAf6xpi18QFVXrVdSXcHj9X5E4fR50YRGtjic2mw0/nC/E6axt6D/mfuTs/hSxSckI79TFP8LUVgO1Wo2hD82XxO78XVuRmDqXKWK63zEa36x5BcX5J1BaWCCZAEMmnVZLBSvgKjQ63LvkBSgUCoTc2AnD5i9nm4MA8Pkrz9QbbMKfG0d2i0VUzz5s3XIo4z2UXTwLAKgpK0VkjzjWPl9SmM+MVmmTNGvlsyxWh97UBRq9AXGjkiRxvaVJNJz/LvwduAYCP9j0b6/Xy8y/gPr+rqtFF3B48xp4nbVsoUr9dxcOf43IW3tj+NwnEBTUExaLhe2M05c97q4kHP90C5x2KxtRGh3fH+Gdb0ZpYUEDwxmVSsXmJUfG9cOCjH9LEiNaTFutVhb026q2AIC976xC9scbMXDSDNx4cw9UFl/C/nV/g9thh0qrx5AZj8BwQ0fodDr25fdZK1FcV4SJ6Te41a9pMRfhyjn/TG2NwYjQ6BiUX76AksJ8fLpimd+0sqYaD774RovP47BWs6C24+WnUXI6F4Ig4L6lf2CSZxq9J54QIl4MUPvFwORZUKvV6DMxVXKjqaqqYgm0QqHwLxBKzDi+eTUrSFF7DPXldU8ciS/X/AWhUZ1RWXwZJYX5KC0sQMl/8pgcLjF1LqrKrsLr8wKCvypPEkexuzVBvfyCIMDU8Sb/58NgQMKU2XA6nZIixoXsb5qdAsPhXG80FYsD/SjEvbbisXfiVgGKi+SdAIAlT9RCQcaXw2YsgOB2MhkqSZyL80/gcOY63LvkBZbEDZw8iz0/FT4oNhgMBja33mq1skV1W3fLxBMxSG3l9XolMUgul/tbFex2tjiuqalhTvqtLVpQ8g3Uxx+Hw4HDW9YjZ9sGnPv2azz45zWI6Rnf4nNRseXoPz5gfkwylQbDFzwJn88HjUYDt9vN7iH0ePFiILhjNEYt+QP0ej2MRmODCV7iWEweHTKZDNUlZhxevxmxScnoeHN3plCjeBl4zvTeVFdXIzQ0lO1Ikk8KAPS5PxXuWv/nUTwRzGAwIG7UGJw/sh8+jxNl588g4tZ4qExhEjk63WfEhRkO5+eCOB6LZf5VJd/jQvY3rLWXxtFfLboAmUqD/pNmsLxFZQzBkLRFOPjuazi2bSOGzlqIoMgoiUeQXq9n39chKXMg93lgPnW8ydyYduej4/tDpVLh6LYNKC3IwUN/3Qh3nf+Mz+fDl2+vxMmdmXBaa3DH488CQLsWreSLpNVqodFo4PV6JUVOj8cDVXAYek9MYZPhRi9+nrXFtUW9Jo5N1BpMJpf26kqodH6fnpbiMcUh2oy7cPhrlJ0/A6e1BiPmL0HB5x8hceZvEN09FjWlZuxf8xf0npiCUzsycWDjavh8PgybvxwjFv4WHo8HE1a8xYrR4g3KrJXP4sDG1Qjv2gOxd4+HwRSKW+8ay55PFRzG2mO8Xi8UCgXGPvUyPnv5yQa5cXR8f5DKJjF1LvL+vQuW77+Ds6YGne9LQI+hd7FpiIOnpkFlCmN5QsKU2cjf8zkqii5AoVKhpDAfBXuykNAhEoc3r8GwGQsAgMfj6wh+9duJOMkgd/LGJL+UdIrnUYt9HAZMmIbPXvFL4srOn0HIDREIqTMP6z58NEoLcjBgwrQG0zzq5Xf+m0H5pQsYeH8qDn74Di4c3Ituw+5Gp36DoVar2U6bxWJhZmTiHSe5XO7/MqtUuPXO+5C18tlW77pbzEW4nHuUPY/PWomdzz3GfCwA4GphHm7s1Q+JM38Dlck/zWTvO6tQUpiPyB5xzHCppdchdUJJYT6ievXDwGnzYLFYcN+yFfjs5SfhrrXDbinH5dyjDeY0i6eYFOzZLRmb1XngUHQecgcuHNiDPhNTUVNTA6/Xy7wnADCZICktBEFgTvUDJs+EXqf3n7+tCl+8/gf2OglTZkOpM7KbkGCrwmcvPA5zXg469ujFHKsDCze977ufHffed1bhcu7RBtNZgsLCcWDjauiDQ9Dtt3+SyLqpDQjw7zpTrzXg34F0WK5i/+bV6D0xBUPSFkFQqZAwZXYD2R2Hc73TXCwOlPzS4ylBFU+RCBwrCtS3AwD1xUuxOSVMJjz4hzdYfBk8NQ02uw0n//EBYpOmwOFwICw6RjKarqKignlNkLs9KaUAfxzVarVwu90sDrW2kEBJvVhlUFFRIXkcFSjEEzooNlBPdWtfiwo5Op0OlZWV8Pl8iB05BoV7PsOVwjwc/3gToutaBwP/XmyaSoX0nmMmo6q8DAq5ArFjk1mfdlVVFRtzSu8NeUbQeZCShAwwqehMBQydTicp2Gs0Gvislfj0mfkoLSyA01qDyX98s9n2GNrtpdYYmgggl8uZuatKpUJERE/E/KG+eC6OxwV7dqM4/wQrctFnQPzeBQcHN2kCzeFcz1jMRWzcpTY8HA6EYPTi5+vakd9lpvGU03o8HkAfhCFpi6DX6wH44xGZBsePnwafz4c+E1NZbk2qNfKkAOD3oFnxpiQ39ng80IaEo9fd43Dqi524+fZROLcvCwqFAn3GJuP7ghMozj+BfRtWs9YTcW5MqjeKc1VVVa0uYIgLu5Qbf1U33SS4YzQ7T6VSiWOfZuDgpr8DABLnLmExn2J4S68jbkVXKpXw+XywWCxInD4PTmsNSk6fROnZAqhUqgbxuLFYXFtby0Z7V5aYUXb+DMynjiJz0UxcOXsaHo8H9y55AYcy3sOBjashl8sbTBshVVp4eHfctfRF9vzUvpIwZTZrJel5xz0Y+lA6myTjdrsxYuFvG6hNQgYPw6JPD7LPWVO5cbfEO5G97Tt07NFLkl93GZDYIDdWh4Tjxl4DUVF0AVGxfdB14O3+FqZ1bzCl+9SV6xq0a3P+d/DCRRsQf8Ev/6cAx7dvwuCpafDc0FEy4kzcE3a16AKyP9oAR029SVDgQpXMLZ12K1x2K1yV5XDX2vHNO36JVWP+DVSpBsBuBgBQdvEcAOCL155DyjufSAzpyEmdjk2hULDEkEboHV7/VzaGqDUL10MZ77Hq9oAJ0/Dh4odZUhZxS09cOe9Xhlw5dxpXz53GhBVvQRseDpfb3wssgwxsTmsLr7N/w5tISJ6FobMWIjYpGSqT39E9vHsvxAwahiMZa2HsEIGSwnx8uPhhjHvqJWYMJFYTsOJRyjzEjZuCiJhbIJfL0bnfEIlRH/UzU8JLyT0ZwtG4UXNuNsI73Yzc3dtZ2w69zoXsbzB15ToY6mZFf/HuazDn5bDj7D50VIueHg+++IZkpjkVFehGQTvJRKALNFCvBKLpBt/WOTm7XC4kzl3ib20KCcf019+vK/AkIWvlsw3MlTic6wFxLBYrDKxWKzObpN1wABIjXfGIOXHvsHisaFVVFbxeL2sHoMkhtJMVCMXjqqoqqJQaJM5dygoPNTU17DmA+iIBxV6r1comWdDPfD4f+2+FQtGqREmsGoG9Bl+8/zf0Gj8VquAwlugrlUp2HJRYilUFtGvXUmIeaEAqLvb85+t/wVZ+FR1j+7DWQSr2UtEn0DRVr9f7E/WIKNz75MvsOMXSZ1KHOJ3OBrGYnt/hcLB7HI2hJZUFPQcVcg0GA75Y+yqTHas16hbPmxQp4iIRFcqAxndlA+Mx7UDfeue9yP1iJ4bPfISNLwTqJ4VRYYaUQ+LFBZcsc64nxNNCPnziIX/rsrUadz7+nCQ3FpurXy26AHVIOCsmBvrqAGC723c/8Swr6Fb+cBmHP96E2KRkaDQ9GhQYxblxVVUVUx8nzu0GADh/4Etkb10HmUqDe3/3GvI+24LYscmorq5GZfFlnM7ahl73PQi1wYhud4zGvtV/QtzYKZB16tKmUcZUjFapVHBXVbCNSwC445GnWD7m8/kQm5QMmUyGwVPTmmxRa+51bDYbG5kq9klyO50ou3AGpWcLWDy2WCysUC9urRTHYntZKY5v34Qh09IAmQy2K8VsM1If2gHRvfpj/5q/IP7usez9BMBa48VG0HRPJsUivY5KH4Rpr66vmy4zj61j6DibuteK3+emcuOR6UvqxupKPfOayo37TpgCS9FZJKbMRcGeLOzf8CY6dO0OfWg4m5hInhdNmfJz/nvwq90GxF/w49s3IWfbBqhUKgxJW8R2sKhSS9VWck8W93YFLlTpC/jJc08ge9tGOK1WlF++wMaStuQ5QYlQ3F1J2P7s4yi7eBZRPeKYuoKSH7EEmXqdqaAB+BfqidPnQXA5UVVajMxlc6AxGDEyfUkD9QK57w6YOLXuGOoDj7FDBCY++ypz96WqaHH+Cfzj6XR0jO2LbiOSUFqYj5LTuU3u7otVEmzaSfpSyI0m2Gw2trslCAJik5IhCAIGJD3IFCzUyyi+RrfeeR9yv9iB4TMfgdxoYhVm6iUktUV1iRl5u7Ygfvw03HhLD4lxqs9aiUMZ76H/mPuZ74jT5vfdMIR2QHR8f9yZ9gS+Wv8GzHk52Lp8Dqa//j6Upnp35E69B+Kr9W+0ehpKaHQMxj31Ej575XcSmaW/KOOXGAZFRrPKe21trWTKCR27x+Of8d1r/FQ4HA7EjZsCQRCgUqnYiDJ/H+gzrPBC15ArMDjXC4HJFsUxSiBo3DQVJiiRYklTI0kyQYZqTqeTtYqQSqGlHmdxocRqtTKvCXHbhtPpZLtiNEnE6XRK4jHFnwGTZjKTSp1O1yBREi9oxYqQL97/G/ZveBNerxe3zVmM4OBgaDQaVpig+xPFBPE408Z2lAIXzuJRpVTEoGOKHzcNADB8xiPQht0gabmhwgFdJ7o/6XQ6VP1wGYe3rEfsqDEo+vYrxI2dAl14/Zg6n8/HvCgonolbMABIRg1S0Z5GnNLnRiz3TUydC3t1JTweD+6Ys6g1Hz32GRFPb6EWJI/H0yCpFbvyA4DcGMKS4CE33Qyh7h4GgBWvxP5JVPiiUYltWTxxOP8NKB4f3ryGFQIpxgTmxtQeLVNpmMqiKfNJ8RQOv3/OZaZYBYBuT7/c7HEFGv16vV4MnDwLer0eAyfPgtxoQtKyFSg+9x98/fYrsJVfQeGez+F11mLk489h71svI2fbBlw+cRhTX10HXUgHeL1eVFRUMG+kwE0jGhNK6hGDwYAv3v8bW5QPn/kIwsPDJeotfYdIDJ79BHx1z0E+GE3t7jcW98n7hwrPKpUKB99+h42Vnf76Rgg6I9vApDhC14iGAAybsQAntq1HzvbNcNdUIvTGmzBizhP44s2XYSu/CrulDHvfXAFb+VV/MUlknEpxTVzMpthLCkPJ5C19EFPjUG5M70tr/Z1akxsD/s1PKuSLJ6SQkrs4/wTy/u8z9J6YwpQgABAd39+vpAzYKOGx+H8HL1y0gNgROSjSL++ifjq9Xo/bUuZCZTBIZskDYCacXmdtk+0ADahTJRefyUXZxbMs2DT1d+Jjo0Vl2tqPmUyO3JApMSYoOZLL5QgODmbB0+PxwBAWAW1QMOszBsBGUTmtVmiMRkAA+z25oYs9I0oLC5hKpLGqqN9cJx9jn3oZuZ9tk4xRFRdFAP/r0OJ5cGq6v8fRfIn1noVG3IyKigoEd4zGHY88BZVKhakr1/kX4HU9bVQsoh3RITd1Ze8ZANbjrlQqmdoi77MtOLZ1HSADuj71Mgu+tEtHZlOkUKgqLUbZxbOwW8pRUpiPr9a/gXFPvYRPVyyDOS8HGxemYNbqTLYbkLXy2QaSyZYo2LMb5rwcHN+xxd+DN2U2vqkrjAHA0PRlLLjSudANjs6P+qdVwWGsB9F65Qcc//wj5rkh7gMd99TLbKwuh/O/RuwIbwgJb+DpIh4RHWiWrFQqmbFiSyPtKI7LZDI27rO5NgqxGR0lMVQoCGwjJIWAOKEDIInHh7O24djWdVAoFBiStoidAzNcVqmYlFqcRBkMBtSUmlmht+/90yVti0qlEmFhYZI+cZpuQoVb8eg+SsSp3ZBehxb/ZLDWe2IKIrr1rFOLdMLtc5dCXpekEmQYR9dSfH9yOBw4tdM/GrC0IAfF+SfgcDhw+7ylkMlkzD/D7Xaz69uYESupFLxer0QlQ39Dx19RUYGwsDCERsfgnmV/9BuUttF4j46HvC5qSs3YVycFD6/bnSUvJI1Gw4oQVIAIDg5mx0P+R6QoAer74wFpLz8VRDic/yWN5cbDZiyA4HICMuCOOYsa5MaHMt7zT3To1Q8DJs1kcaelHWuKkd9u+jtbiI+Y/Wib4nF4eDhsNhsiIiLQtdcK1jJw9dIF7F6xGMX5JxDZPQ6APyaGhoZiSMocFo+Of7yJ5VgETTwiZZwgCOw7S3FHbF7fr85fAWhcvUV/FxwczJRlgbGY8lZxIVOlUgGo9wqiQrW71l8wDo3qjCNb1ze4b4ongRxY+yozTpXL5QCAsguFyPvnPxDZI44ZXho7RMBadgXGDhGIG5UEU8coAP7NS3E8Fsdir9fLzoUKGxT7xbGYcnSbzdYmf6eWcmMArJA/JG0Ry41Jid13YgqGzlqIPhNToQwOxYjHfoc9q15Ah5t7YHj6MiiCQiQbJeL2Uh6L//vwwkULiB2Rk5avYEEwOCgIcrkcCoVcIlcVm3PmfLQOxz/5AAmTZ7XKfHLAhKkoPp2LoA6RKLt4Fp37JjT7d4HHBjS+Cy/u61WpVPBaK9l41T1141VVOj2bWkFyPqfdbxYJgLnuApB4dFBLAXlGJCTPQo+hdzVY6IZGx7CWmMu5R1FyOheFX/2LVWupOCIeSUQqlU69B+Lfq/8Myw/f4/TBvfjqrZdhzsuBOTcb019/H3KD/z2hAgTN9AbqPUEIsTwMqK8C0w4e/WzYjAWQy+SIGzeFyXbFNyFyuKaCiMVcBFNkFOJGJTG1QsGe3ejcN4G5IIt78MSSyUA/jqaIGzUGF7K/gdPuLzCc/fYrDE1fDq/Pi8FT09g50Q2C2l7ECbJMJkNwcLDEWf/kpx9KVEGBBZ+2jpnlcH4qGot5NBlD3PJB8ZgMOMkYrbXSTpLc6nQ6SSLaFIEL6KaghSktVkkVR2o4q9UKvV6PAZNnQqVS4baUuVDUFRt1Oh0rVIhVE4EeHVlvrmZjraO63SpRJAD1CbO4YO1wOGAymSSj+wJbQGhhTQlnVVUVvt6wmiWHIXVGmuLWRNoxDAkJafJ60L+p9Y1aKPreP51dd0rIxcfamOxXrHwg1YX4ONRqNbt2NTU1EnNN8SKhJRqbFrCv7lpcyvkWU19dB0NYBFu0kRkrFb+o4EHvG7W5kHqIpN/iSSqtGU3L4fy3aDQ3Npkw4bnXJPFYnBuTGXjfBx6SLOBbguKxQukv9raUGzcWj0kxR8dGo4l3PvsoUzePWfZH5H6xA7dPT0dNTQ2CIqIw4cU3cWrnFiSmzpPECrofkJoMgOQ7Sy0FBz5Yi+w6c9Ebb+7RYKHbWDwWxwEqjlD8o9ehe4c4HlOuT8VUyt8riy/jzL5/svcKaBhHxCaqgACtMZjF4tqKMpQWFkAfGo4Jv/sL9r33V6ZQGPfUS6xFxGq1SkZ8UyxWKBQStYLD4ZDEYvIKoveorfG4pdxYofC/V/Hjp0lyY/o8xo5NRvhNXVg8Pn5oH0oK89F50FAog0PZ5zew4MNj8f8GXrhoBHG1NjF1Lnw+H/vA15SambSIVAdJy1dI3Oop8aut8c+Jp/GdzWExF7HWBnFbSXNIA009NOWDpmuQ7MxeVoozuz9GzdUS5GZtx6WjB1BSmM/+ruQ/ecwXYuT8Jaz1wFVZDgCoramGQqPFHXMWsZnYWSufZd4TTbXCEGL1xd53VqGqtBgA0GfMJH8xo+5YOvbohU59B9WZdgr4cPHDuHr+DK6eP8N67VQ6PetpG734eQiCIJFkk3LDabNCozdiwMSpOL5jq78Yozdi5Hx/+4t4149uOG63Gy6nEy6bFUc/XIvhcx5HaGgoAP/NOnvbRomLMZ0b3RBIhUE3AAC4fLKhgRBQVxAS0KopKDtWLEdJYT7CO92M6Pj+MOfl4LvD+xA/bhr2b3obI2YvRGh0DEuqKWl3OBxMbim+qblcLjgcDsSOHANzbnajJrAczv+SQMWCeAoO/V68WyVOUum7TUZhlAS1ZoeEPAfsdjuCgoJY4tIUgQVRQtzSQokZJWyAv8gobuFjOzrBYRg8+wko1Wpm0EY7VbW1taydQKweIVPe2KRkAGgwRUWMeLeP2uMqKyuhVqslfkikVBErPMQeHbFJyfD6vIifME3SZ03JNvkziOXTtbW17L9LLp6tGwWYLtlxG3LTzdDr9SyGFZ/7Dw5tWg2FXIF7Fj4FmEysBYN2G5s6P3Hhxmg0sgUALRKoNYju2y25xos/c2IVW2xSMi7lfOtvf/zwXYyvk7FTAU3srUJFFYrFtNlBi7zW7kRzOP9NxCqLwM2XwFZVwB+PxTFIHRKOIWmLmOo3cGpPY3g89ZOSBj+0AAZTaIu5cVPxmFRM5IGUv2srivNPIKpXP0x48S0YI27EkJu6QibyxlGZ/MesDw5mpr81pWYcrFP+6esmAtHIVFrMknKg98QU5kXWVFE7MB5XFl9C7o5MdLl9JM59/W9m6EmxmO4JFotFEo/pPkLF2pHpS6DWG9ElcSS+O7SXGZZarVamBqM4nP3hO5DL5ACEBrHYXV2Biu8vwpyXg7MH9sIU1QlOux1dEkeyc2gqHovff7FvD0H3PHHxAgCb6kS5d1M0lxvfPncpBJUKQaGhrLgiNlc2hIRj/NMvN8iNB015GA6n30CUzKfpfeXFiv89/K4ogpIcj8dTb/AWHYPhC55kCShVmTv26IU+YybBYa3Gd8cOMgPDoMhotgukUPgvr8tua3FSB0noGjPvbArxYllCXcsJTdcgGd/Bt9fj2PbN6NC1OwAgoltPdOoziI1XFftCFB74Eh1j+6JfchpuvKUHHvzDGywQiyW1VOkUL3pbc9zidpTo+P5slCAVLMQjk2gCR6e+g9A9cSR2vvwkrGVXoA8NR1VpMWpKzYDeXyl1VZbj0HsfSQpLQH1fpfj/qYAgvslRG4q94iry/vkPAEDIDRGIie0NwF8samnyRuD7QlMHNi5MgTkvB3vfWeUvVAS8T419NihRqCopZoUdjdHIiiODp6Zh/6a3mUkonZP4Jkg3NnHxghZTPp8Px3ZkMpkdV1dwrgfETukkiQ0NDWWJL8UgWmySXJccy6llgtoY1B06AgBboLakuhCrr5pa/Itp6jFihQXt8BuNRna8tFtHbSwKhaKBsoJ238SmoxSLA89Dq9UivFMXJC1f0aoES7xoB8DaGwKlsDShJbCQAcT420LkctZy4nA4/PcJlcrvFyRSbYid9j0eDxv5DQDjnnqJXTM6FwCwXS3B7hcXo7jgBAB/PE5avgIGg4ElvU31gge+L4GtMpQsGwwGXC264Deka2ZkoMVcxNpBgjtGs+kkBoMBN97SA6mr3sc3m9cwEzxS6gFgChYqSohjMV0PWnjodDpetOBcN4jzkNzd29mmmNjfYGj6MvxwvhCns7ah/4MzoNfrm43HZELc0qQOsRFwRLeeiGmF11ZT8Vjcyu3xeOr94cZNgTI4lMUmsX8axSyKY06nEwdESrOm2htIJRbetXurjpleVy6Xs5HSRccPsbx1xMLfSlocA+OxRqNhxsR0fwmOjEbviSk4nLkOg6emQW40SVrQAFEc3r7Zf43UGoyvmzzCcuOICExduQ7fbF6D2ooynP73LgDAd4f2Iv6Ou/2PaUc8DgkJgcfjwXcFpySxl42pztrGNuQCoRzhm83vNJkbC3W+TeKiSGtyY4UxBLfPXcoKzHa7nRcsriP4nVGE2AsAqA9y4oWteOGqUKthzstB8en6RfHQ9GUNqo7fHf+2gUwrECoA3Jn2BGvzaO8Uh5HpS9gx0eLaZ62E+dRx9piEybMwcn59gaDeCLO+1aG0sAAaQxAzQAqUcNWUmlmhoy1eDQBYtR4y/0hY8lEILNiIVSWh0Z2RtfJZ1l9nLbuC3Kzt0OiNGLXkD6guMeNfLy1Fyelc1s7itPnbXQZMnIbjn26RFGk+XPwwpq5cB3XdxA+lUonsjzbgSMZaNqpOHxqOmL4Jkgkb9dNKmq/6i3f7QqNjWNsIFSoae5/EiH1B6HjE453o8SNmL2Qmofs2rEbS8hVMNk43XdpJFFe8aRdQqJvw0hplUCDiHRg+dYTzYyF2ShebRgbupImTJfI0oOSTRrW53W4MX/AkAP/ujsvl/7w3VYwQLx51Ol2bRuAFIlZY0P2EEkIaUyqTyWAymSSJkVg6LDa+FN+TAuW04p3JtvQH03PRTn9TUtjGJmfQuVGLCClUxLtoZGxKxQ6x4mLApJkAgNikZMkiR6yWyflkM4oLTrCCe1VpMSvIq1SqVqtoJPFYlKhSUntm98fI2bYBer0eMT1favTvqR3E6/Pi9rlLmcKPJeQmE8Y//TIbeft94WkUfP4REqbMBurG6dGuXuDuI5mPiidYtZVAhRKH82Mg3rADwDZdxPmZwWBgk9YAYEjaIha/6DkObFyN744dxNjn34AmtEOr4jEVALzWSnzx/t+uKdcwGo2S9rHQ6BiMXvw8KioqJHFfXCBobIKVWNUGNIzHANoVi+m5yEMv/u5x9blxgPIgMB5Tq4hcLofP54PD4YBMJsOpHZnI2bYBcrkct89bytpZxIqLISlzIPf5C6eNTR5RKpVs0+DrN/15pzg3TpgyG+qQ8Fb7PgTGKYq9NK7VaDSyz5JGo2mQG4tVb7FJyagquwqlStkgNxY/TnxOrc2NqUWnPfGYx+KfDn4166CeJ6VSCU+1BYe3rMOwGQvgqXPqpYrxoYz32MKVvADiRiXh+I4tcFir4aosZ/N+vV5/AHNUVzY7HUTcJvLlmr/4R0nVVbTbQ6DLLi2ASwrzYewQgbKLZxE74j5JkSCw1YHGszoqy7HzxaWstULs6C5WibTVvDE0OgYj5y/BoYz3YOoYJfHlEN+UAtULrEI+Kgnbn/NPUHHarXBXVeDz5x9D2fkziOwR16hqhdofxOqHL99eiTsef9Z/87TXoKq0GJE94jDqkeX4at0bkvfk9L7dKLt4DmcP7MHM1RktqmIC+yzFhQpqGaFrXVVajE+ef4JNcKEkuTGTzMam0kx//X3/TmDdWC+xYV9gv7m4z/OGG26A1hgEAFDr6m82rS1INOY5wOFcC+JYrNPp4K6qYGa8lBB5vV7JIlTcikASU3H/KhlsAmhxoUs7UjqdDna7XSItbg9ivww6P4vFwtzjKckUJ7eBrQ7kw6NWq1khRRyLTXWtE7Qz2RbDMGo3sdlsbPQqTccQJ12N7WIajUYIguBfWNQVjciojgoaKpVKIgEWn2eXuN4w3fiMpMhB5nKCIECj0WDApBn+qUd2K7K3bUTZxbMIuqEjhqYvQ21tbauTwsaMPMU7feSxMXDyLFy9epUZ3InfM1qwDJ/5CFTNTEKggk7OJ5txJGMtnE4nhqQtahCLyTeJYq3WYILdbmfqC7HzfWsWbK31WuFwWovFXISq0mJ07NELg6c8jGOfZmDABH/rNE3IqSk144vX/4D+Y+6HRqPB4KlpUNUtAMXxmDb9cj7ZjNvmLAaAZuOVuBj77QdrkZ35Lnw+H1NntZXAaUCBsbixkdeBrQ41NTXQdrkFEb95GqibyiRWrolVHW2NxewY6zz0TB2j2KSOQL+HwHjc2AQVQRAwZNocOBwOxE+YBqVS2WgLWkzPeMSseBMej4cVXauqqlDxfRFOZ23DsBkLoAgKgVKpxIj0JSg779/827fO73VRW1uLxLlL4HQ6ERYW1mJMDoxTQx9Kh9vtRqfBw7Hrz89gxOyFGDF7IQSXE7XVVSg6k4fobj1ZgZ6KESqVCp1ujcMNz77a4lQasWqmtbkxbS6IaW085rH4p+NXX7hgSoOxU6AOCQcAHN6yjlX6xC7CjS3SaDFMs3/VeiOGzV8OpVIJfXAIAP8ueXPTQfa+s4o5JUd2i/WbU8oaP97WVPHEhZDjO7awNonWTokgLwryrwDqWyuo7cRgMDCVyLinXm5Va0sg4utJrR2FB75k0zeaOja69lGxfZjTcfZHG1B2/gyAlo2bAMBbtwvgcznZju7hzWuQm7UdAHA595hkYojfMNT/ppQU5jfZJiImcHeYCgyBLSPithmfQomkZStgs9nYiNdByQ8jqtutzSpa6LpUV1fDYDDA7XZLJi1Q8uB0Olnwpur8gKlz4ZMrMXBaGnu+1hYk6DMQNyqJV5g514zFXIS9699C3NgpCO4YDYfDwVRQ4ngcOIpMbP5IrQpk0kvfCfKSUKvVzX4+aXdFbMBGyWggrfnMi/0yFAqFJOlqaYcqcPoGFSdocQ9IE1b6eVu/f4FJFhVvWkpEKTF0Op1sARBo6NmcZwQtJCoqKtgOoDjBVKlUUJnCMXzBk/BZK/0+EG4P+kxMZe9Jc2MDxQTG48CdvvFPv4yk5Stw9epV5nav0WgkC5GQqE6tasOhYlXi9HkNFnIUk2lsKqk4fD4fhs1fzoo+1FrUluIwfQbItI/HYk57CWwPAYBjn2YwhW1ot7hmc2OC4rEuOBTjX3wTp3ZkoveEFAD18aOpzyipzpRKJQZOngmPx//db4zWxGJxfKICYVumRNDxUmsIPSe1mwGQGPS3JxYD0uuZOHdJq2MxxUBq0wP8viK3z1vq/+8W7n1A/f1PLpc3UNAAgCEsguXGnYfciYIvP2dGyu2NxaHRMRj/9Mv4+PeP4eTOTAgup6QVyStX4I5HnkJwnc+IuEWGiu1NIS5WtTU3Fm94EK2NxxSLtVotVyb/yPyq72hiKT7tiCiVSvQePQHfnzyCzkPuZH22rspyyTSJQEgJED9+GmsVuXPuYuiDQ5o1rLSYi3A59ygAILJbLDQGIxuf2hitqeKJlRBOu1Uyx7ktUyISU+fCYa3GxaMHJQttel0aQdTWNhGCFr2deg/EnjUrAQClhQWtKgpYzEW4cu4M+3+HtRp9xkyCxmhs8toRhzLeYwUPbVAQk4j1Hj0Bl44eQES3nuw9S0ydi71rVyFh8iwMuL++3aQ100Aa26EUt4yI5ZaOmmp/VXz8NFRVVUEQBITdFINh85e3+mZACySn08l2a8n8j4ybxNJz6vM0RtyIYfOXs2SaWqL8x9Z0gSuwQJaz+x9sFGBLBnccTiDieOzxeDBi4W+h1WrRa/xUeL1exI+fxuIxKRAam/UuTooo8aWkL9AYLBCxzwBBngSN0Zp4LPbLECfi9B1pjYyYjlmlUkkkyOLXpKkUbZUmA9IkK9CHorWxh1pCvNZKfPvBWgycPBMR3WNbjAM0VQPwqzEUCgVqK67g8IfvInH6PBjCIvyLEZMJD7zwVzaNgwz+vF5vo5+DQBqLx7TTFzs2mZ1ncHAwU384HA52fZpSxzR1PdxuN3QhHZgpHI0GJHWKw+GAy+WSGJySkSzQsA+/Na2J9NmgIl1rd0A5HDFNtaneOecJ7Hl7JapKi+GqLGejNXuNnwqfz9foZ1Q87UwVHIYhaYsatCE0hjgOKZVKmG7shHsWPYegoKBGH9+aWCxWpZGBeVtjMZ0TLXbF/kWBBv3ticWANDfet/pPzFOnNbFYfA+rKTXj1M4tiB8/DSFRnZq8jxEUowD/NR8xeyE0Gg1uvfM+HF7/V/R/cAYiIiKgNJkwevHzsFqtiO49UKJ0bM00kMZisVKphFqj9v+PKDf2+Xy4ccDt+PrtV9DvgekwRkRJDDxJcdgcgbkxM++3WiFTq9EvOY2NsBbnxuJzaEtuLI7FJRfPYtdzj8Gcl4ML2d9IzPk57eNXdzfzeDwwnzuDUzsy4bL5F/XGDhHoM3oicwc/s3c3ivNPoODLzxEZ2xehoaE4sPZVNmKusSIEjbg88MFa9BwzGfoOkWzHz2IuatKcc+87q1BSmI/IHv750dnbNjY7PrUpt2QxYiXEocz3APiLIm1VRYRGx+DBP7yBzGVzWEtGY68TNyqpTc9LUOHjq/VvSMw5m2upoarloYz3UFKYXzfdo/66PfiHlttrElPnoqqkGFfOn8GAOvmcz1qJf776LEoK89F96Ch2rcRTREZGLsHI+UvYDV1rDG5Xe8TI9CVsIAn1at+19EWWaFJVvLL4Eg5vWY8Bk2YiIqJ3s88pvskLgoCqqir2fIR4V4ESZ5lMxvo+BUGAzWbzH4PBf2Nq7OYj3okx5+Wgw809Ya2swOn/2wV7dSUGTpuHb95Z2aSpEocD1C+KXZXlyP5oA/s8RXSPxeBpaVCr1f4icF2y6/F42GhiUiA0lhhSUiQ2UtTf3J39vLE2CDoeUg2QR5Hdbm/WKLGleNyYXwbQup2vxs5J3MccuFgXFx/airjoQcdNO1rNnRsVgqg4U1teil3PP+6Pj1ptq0zptFotGxVKO5RfvvYcsj/eyHbeiMBpLz6fDx6Pp90LBLFSja4bje5zOp2sZQkAK8y0RvotdvoXx2IaQy0IAuulRqcuuH3uUigUChaPaeFTUVHRbCwGwKYEiMcl0uKDlBtyuZyrLzjNQos5yk0oNx61YDnOHtwLyICzB/aipDAfJYX5KL90AdNffx8OhEAVHIbhC55s0pDRZ62U5MbikcZNKYNqamoki8drjcWAVJVGRQ6lUtnm74VSqURISAgqKioanY5yLbEYkObGYnPO1sRiaitRqVQ4mLEWx7ZvhstmbVXrOU2B8nq9/kkaISFITJ3Lcl6NRoMucf6YbrPZUHLhLE7XGWgGRUbDYrGwvLI97RE0BaXPxFQWy+RyOS58tRs5n3wArVaDO3/zW5a/tiYei3Pj6pLvcei9VRIVEQBoDEHMG87r9eLKd+eRt2sLhs1cwMZatyY3Fg94cLvdqCktRtYLj+HK2dPQh4YzHzoyP+W0j1/dlbPZbMzJvE/SJGbyuPvV32P8i29CFRyG3hP9MrbYpGQmz23NIp2NIbVW455lf2RfKJIWOWqqoQ0KZiaPcaPGMLWFTNwb0kSbCNC0W7KY4zu2sl1wmuNM/24PTT0HBdfPXnmmXVVEUho47VZE9ewjMQslAosVJNFqrDjTFnPJ8ssXUFKYz9QiTfl1JKbOReGBL5niBPDf0Dt07dYq1UVj0FSV/RveRPHpXPa5o55+Mob696trkbN9M4pPHMasvzfdPgNIb/LUa0mBkRz/qWdboVCw3j3aNaCJAKTIoJuXXC5nyTT1WwfuxETG9mbJjszjYQapjZkqcTgE7ZAd3rwGRzLWMvPFsOgY5GzfjNikZHS8uTuT3pLBJSmJaF58Uxz4YC2OZKyFIAjo9ts/NXhdmlQC1EuSqdeZxo4CTbeJAC3HY7FfhsPhYAllSztfTRFoRiperFPxgcwf25IYGQwGVP5wGfs3r8aQaXNgEBkWiwlMkCn5p9hx9NMPYc7LQVSvfq3yPaKdKZrOwV6PLnnApRe3bdB7Rg76Le3yNUXgdaP3TKPRQKvVwmAwoLq6GgBaZdIm3vH0+XySWKxWq1kxRKyiEZv60dhb8WQZl8vFps6Ie9TF/d5iBEFghRBKugHea81pGtqkASDJjb9a/waievbxbw7VmZ7TePdDGe/hrsd/3+IivancmGKIuBhLEn63243qEjNOZ23z+9yYwq8pFgPSwie1AdK/20NTz3EtsRhomBuPmP1oA4+lpmKxuDhDtMVcMrAY3FRubDAYUPD5R8jOfBcqlQpD05fB7XZDoVC0SnXRGOIpjhaLBYc/WIsDG1ejY49eSJg8C8Nn/gYmk0mSv7aEODc+vnMLez4ACL2pCzR6A/qPeQAajQb2shJ8tWE1rJUVKMj6GHKvB9qgYP9Y1DrvwqZyY3EsViqVqC4xY/eLi3Hl7GkAwC1D7oQ6JFSi7uO0j19V4cJiLsKBD9Yi9q4k6HQ62KosbEKFOS8Hp3ZkYviCJ2GIiEDMUy9JAsOB1rRF1MVUuVwuqSYnTJkNwN/OsH/Dm8jZtRXWsiu4kP0NM8ykcT7NtYm09hwvHjsIAKgpK0XQDZHX/Jwj05dAawxukIgGLurbYyYq9t9gq18Rkl6/umBeVVqMT1csQ2lhAY7v2MJaRq6cO9NsIYGKII6aavaag6emoehMHuzVlQ0mrQD+QEq+I067lRVvlCoNsrdtbLfqQjyd5tSOTObATUk43YQAoPRsAT5c/LBomkm9cofOqde4KVCZwqFWq9kigpIAhUIBh8PBbkRioyexLA7wm0+Rw7bH44HFfAm5OzIQe1cSzn75GS6dzEZpYYHfL+Xpl5GT9Q/Ejk2GQq6AVqeF+dRxpoRpq2Er59eDuPgwbMYCCC4ni1uVxZfZFKZudTsTHo8HCoWCJWl2u73FHeTeE1Ngt9sxKPlh9hzUXkKLf0pqaOFH7QAkQW2uTaQ10M631+uFXq+/pr5noL7HurGWF61Wi9ra2mbH0TVFTamZyVndbneTO0LiBJmc9MWqgtikKXA4nBgwaSaCIqOafc1AkzWx78PAlHlQ640Y+tB8yd+IC0BqtZr5E1Gca08yGDjGT9za4/P5YLXWF8S9Xi9TMFB8FX8OA1U7YrM3UlzI5XLU1tZCoVAA8C+m9Ho9FAqFpCglniwjLoY4nU5oNBrJ2FxSx9BkEkqq6ToZ6oxEOZzGsJiL/O22SZMA+HMpcW4cFdsHw2c/xlpo6zeU5rWuRS0gN6a/T5gyG4aQcFZcIyNkUg/lfbYFx7asw/cnj2DCirdgjIho9zlSARCAxPz5WuI7jbYO/G7R913cRtIWgiKjIVNrkPvxRgxOTW80lrYUi0sunoXH40G3EWPg9ribzY3p3ujz+STxuLKyEnFjp8Dn82HoQ/MlubFSqcSASX7fkfgJ0yRxs7UtHI0hjse9J6bgu2MH2RTHqpLvcSjjXZbver3eRiegiM+JihtqtRrxd4/Fd8cOYuADqTj2jwyEd74ZuVnbJRuYRzLWou/EFAycNAOXc4+ytZl4+gwVLwAwM2r6zJKy+Zt3PsKVwjxEdo/DTX0Gov+UOdCFR7TLsJUj5VdRuKAgaa+uxLG6WcV3PPIUfjhfCI0hCP2THmDTQQ6sfRWJqXMRFBktMfppjeJiwISpKD6diwETpgGoDyzilhGaKhEd3x93pj2Br9a/gTvnPMEmWIjbFNqD2L+hrOg8zuz7Z7OtJ21DWlhozK+htYh37unm2Ji3ReA4VLGRZWSPOEDmN8vUh4ajpDAff5t0J3oMuwv3LX4OAFgfG2RA6bnTKC0sQELyLHYTlhtNOLzub8jZvrnRNiCxl4bGYGTv8Z1pT+DyqWPtXpzT5JdPVyxDzdUSwF7DKrrUXz0oJR32qkoU1XmMULHm9L7d6DpoKAZMmMo8Jnw+n7/oVpcok7s/ufrrdDpWBaeFm1hWqFQq4fV6YbVaYTKZmGQud0cGcrZtQGlBDorzTwAAOsb2wbRX1yMkqhNkOiOOfbwJfe6diJL/5LGihdiMlhsTccSIWzjCO3Vh3+uyi2dZQYzi8Rev/4HFAPoMBUVGNxgFGojH44Gp402SnmhxokeLf3GfMz2PTCZjyde1yuvJ3IuKIbTb91PMhHc4HOz73tbE6MAHa/0qqp59mt0RChzBR+ouwJ/Ihnfqgj4TU3F8+yYIwgyEd+rC1FyBZmiUAJKBp1gJ05T0XOylYTQaWaLe2haOxqAWlaqqKni9Xtb64vV6mepGq9Wy86VCgtPpZDuTKpWKfW4o8adzooKIUqlkRQqKxzqdTmIAR0oJQRDYrp7JZGLmfOTpQZ8lcsandj+NRsOk62J1T2BLFDdR5gANDTgTJs+CNigYuVnbG8Tigj1ZAISA+3lnOJ3OFhUXw9OegEylwfCZjwBoaHAo9t9SqVTwWitx+MN30e++B1CSdxzmvBzk79raqtazphD7N5DXTHOtJ9eCUtlwDHZroeIned80FY9bisXHd2Ti5I5MdLilJ87tOwOv14sxT/+ZKTHI+4wKnB6PB3q9nhU5aYNAHRLeaCz2eDzQd4jEsPnLWUxzu93MAPPHiMfaiChMXbkOW5fPYdP4rGVX4PV6MXj2E6zQcvk/BTi+fRP6PzgDN8TcLCnqis/pYN0GdFWJGdayK4iK7YOEybOYepomkfUZPRG7X/09SgrzEdWrHzoPuRP/fO15pkakOAz4P0tOpxPVJWbkfbYFd85aCEVoKLrfORrm3GwkLX8JwV17SO4L9JnjuXH7+FXctUimFnvPePRPno0+E1NhMBhw4y092I5elwGJ+OS5J5D98UZUlRRDGxqO2KRk3HhLD5hMpla1RQSaVTY1VYIq1Ycy3oU5LwdnD+5FeOeb4XE52+0XQcSNGoOzB/bghptvhd1a3ag3RVuhm0xjxjKkxujUeyDemjIS4556CaaO0f5JLXUtMU15e5Bp6F0LnsRX699o9NwDx6HGjRqDY59mwG4pR6feg9jOXM3VEuRmbYejuhK5WdthqqtQk/SRiOwRB6eNrocgmZndWBGCvDSievXDoJR05O7IYL2H/mvR/oLQ8R1bUVpYgNLCApgio1hFt+L7IuTt2oJbR9yL8ksXYa8sR2SPODYJpeziOZRdPIf8//sMdks5onr1Y59ppVLJFgfiBJ8WBbSLSDsBVC0GwPrbaa611+vFgEkzIfO64XHUokPMLZCp1Og3JQ0qk9/o8PCW9cjZtgGn/70D1rIrDYoWdA35yFQOQfHYXl2JkYtegM1ma1CgNEVGscImfV7J3Zw+Q7QAbmw3qzFVRmCiR6o42jGz2Wz44XwhTmdtQ+L0eVAZQ9rdo0wYjUZUVVWxefBA860nrYFaGQJHtIqni9TU1DAZK43xTpgyG+omWkDIVDphahrkchn2r/kLhj6U3iBuB8qxxYUISp4LPv8IOds2AACGzV8OAGxRIp4GQ8+nUChgtVrZuFixkiEQunZKpZIVXWmBfi0LEPEIUlJukByZihVsXHpdOxFN/xAnsaSEoOM0GAy4WnSBJdUdOneVxGMqMJDaTnw8VKjw+Xys+EavR8UpSs7FTvukzGhqogsf08chKBZTmx5kDTeLAnPj8ssXmO8C+QK01BahDgnHkLRFUNV9pwMNDgOVZF+8/zccyVjrn/bzh7/h2MebMHhqWoPnbQvkW2O7WoLj2zeh17ip0Ha55ZqeM7DtUHzupMZQqVRsvLK9rKTFWEwqq7CbYjBsxgIc+vBdhM9YADRiZtlULK4tL4XLbkXC5Flw2q0oO38GgiAwZRrgjzGBz0ctO0C9ASn58TR27oEeJBSLrtWcXRyPDSHhbBpfaWEBOtzSE73GT5OYiNIGm9NWA40hiJl42stKcXz3xxj6UDqUJhNbP1jLriCyRxxGpi/FoYx3sX/Dm9Aag9Fr/FS43W4c+GAN89tKeu6vOPbxRuRs28DUiBbzJRzevAbdht2N777dhz4TU1Dw+Uc4tmUd9Do9hqYvw+kvs1CcfwI5//wEt89d2mg85rlx+/hVFC5IDWAIDsXdS16QJK6NPe7K+TMoKczHpZxvkbrqfcBkarEtgqR2NHVEvKsB1DvSBkVGY2j6Msk4UafNysZwtndCB1GwZzdKCvPRedBQ+OT+AHUt/haAtK0hUBVBhYW3poxkFdHYEWOQ/fFG9jdAI1/KumvduW8CLp861qrpJDTFwm4pR3R8fyRMnw9lcCgblQf4x5jKZEBVaTHi7x6HDl27w11rB2SASqtHZLdYdq0hAA+++AZiesYjOCgdhzLebdCGUVVa7A9wj/0eyuBQiXStNdNPmoMKSh26dkdi6jwolUrUlpf6++IK8/BD3jFcKcxDVK9+iI7ri+xtG9GxRy943C6UXTwLu8Vf0LihWyzsdjuryotd+mvLS/HFxjfR4857ceqLneg9egJOfbETsUnJMN14k/+tqKu4k4zZ7XbDfO4Mjn+8CbFJyVBq9Tj+yQcYPvsxNlOcZOmDp6YxNUZjRQugYZLC+ZVT993XarRsJ0RpMkm+S+K+2j4TU2G32+H1eVnyKh5ZGkhjHhiNxeNAqb+rspz5swD+8W/tNX0kyPRWPB70WqTJgHRKiRixgWfpxXPI3ZGBISlzkL9rK/ZveJNNzgIaLlhDojqxnbOD776GAxtXQy6XNxvfyJ9CEASoVCrI5XLY7XYMTJ7ll+VOmAanpQw5n2xGvwceguGGjpDJZFAoFJDL5azYQQVTKkIFTnUB6ts8e0+YhuCON0Emk0m8I661GCS+plSsogReEASmilAqlUxVIZfLWaGAvCRIJSGWStPIVQC4Z9FzsNls/jGvdSMLxabKNN6PChb0c3FLDU1R0Wg0rJ2ErqVYhdTU4qE1JoacXwl1X5uo2D6IHXEfK1Y0la9RbmzsEME2mlpqiwiMx+Jd5qDIKJYbU4E1MXUuy427JI6EyhSO2+YsZkWP9kItZif+8QGObnkPXq8Xoxc/f03PGdhmJo6rFI+vXr2K8svf4avPtkDu8SD7443NxmKKRWq1Ggc3bmKjwNsSi4/v3MKGCYycvwTGDpG4adBwHHpvFQYlz8INMbdAoVCwGEOxLDAWh4SENKrQspiL8M3mdxCblIywm2KYkoxa967Vw4Hu69QeqjSZcFPvgSgtLEBkz94w3tCRxTm1Wo24sVMgk8ngsFazWDti4W9xamcmjmSsZfeygj27YbeUAwA69R4EudGEAZNnwul04tY778POZx9Fcf4J6EPCAQA3xvWDLjwC/R6YDqVSidixyTCfO8PaKs252f42FoUCI9MehVarRdyoJOxf8xfE3pUElUqF2LHJTRaReW7cPn4VhYsBE6bCXHASPe4e32Aur9hJecDEqdAagxE3Kgm7/vxbFOefwOEt6zDuqZckbRFOu5VNCQH87QgXjx5A2cVzrC1DPOcZgOS/aVfPYSmHOS8H4Z1vRp+kSbhy7sw1KS7ExZPhMx/BD9+dg6XoLGtdaS+BSpFAPB4P7nz0Gez43W9gLbsCp93qb4WZ8wQu5x5D3KgkfPLcE4DM/14c37kVTptV5L0h+MeBNmN2KW4toQVyUGQUS9o8Hi9MkVHQ3GZE9scbUXH5O5RfusDaZoiug25Hxx69UFKYj5qyUrw1ZSTuW7YCp77YiSMZa+sMP/1eEo6aalbkuHhwDyJj+yK8a3dMf/197H1nVbvNOel8iusWSKbozjjwwTsY+lA6Tu3cwooV43/7JxR8mVV3zQWRz4jgNwqtSyayt22ExhCEbk+/DMA/uvfrt/8CQQBUahWObd/MikhFR79BaWEB2+0WS+QpAdfpdDi+OZPtcA+bsQAajYYVV2hxZLfbIZPLEB3XF9GxfRs1V6XPD910LeYiduwj05dwedyvDIu5CE6bFZHd43DrPRMa7UkVj9cb+tB86DtEwmKx+Hct6pJXsRma2JXe6XSioqKCJcr03OJdZvp/Sjhpt+zwlnUoOZ2LqLh+GDBpZovmny1BCbtWq4UgCKwweK001Vctfs38z7YiZ9sG6PV6xN89Fheyv2GTs7xeLyorK1kBxWq1wufzsX5vNp65mfgW6E9BCi23242QzjeztrUvXv8DsjPfhcfjwbD5y9kumVwuZ/4LtPh3uVySHmJ6X2pKzSz22+123LvkBWbeZzAYcPXSBXyzeXWjCpHW4PF4JEWCH84XouDzjySGbOQhIW47EhsMarVapn4Qe0p4PB70njANLpcLAybPZAUXSvBp9xMAew2dToeK74twfPsmDJg0E/rOXVk7iriXm/6GJOI0pcTr9TbroxI4Xacxrw7Or4MBE6bi0slsuO02OGqqIW4Hpmk1giBgeNoTDXLjvP/7DF0GJkraImiiGX0+rVYrUw5RPBbvMg9NX8bisljZG97pZpjzcnDm3zswKn4Aa3FtL4GeSkqlEnFjpzCVV3tpznOIXlehUCBv1xYc27oOfZIm+Yvxoyey76vFYmF5FynprjUWD30oHS6bFQ5rNTweL+545CnsX/MXVrAZ+egzLBYD/nYHMkcmVdfVq1fhtVbi0IfvsrZOij8HPliLg5v+jtraWgyZlobj2zdj2IwFCI3uDPO5M9h/jfGYjFlztq6DRqPByPlLkDB9PnxyJQZOnsU26Oiak3q+ptSMoNBw9JmYCrVajdikZAD1hYGEKbNRXX4VAoCBqfP8sdgYgiFpi/DtutdRnH8ChvAbYCu/6jeYnrmwTokisPfo1I5Mtg4Z99TLKNiTJSn4Za18Fgc2rgYAjHz0GQiCwAz3AxHnxh5P/cTL9l67Xwu/+LuUxVzEvAFO7NqK8O69JAZBlBAR2qBgmDpGYcKKt3A4cx1ik5JZZY/aIqpKi7F/w5s4ve+fUKhUfo+HOihwU5D1V5gv4dtNb2Pg5JnoeHMPnM7aJnHRd9ltqCkrlUy5aA8k+0uYPAsdOnfFka3rUZx/ot1TP+j6URWcehHFNyYy9Anv1gsz3v0H8ndthcPqN7/8at0bGPfUS/jslWfYNT69dzesZVcAgHlKeDweyNQaHMlYi+LTuRj31Es4vnMrKyYV7NkNe3Ulc6uf9up6yI3+aq5cLscP5wvZTim5XgPAgInTcHzHFtYaojEYWaFk7zurkP+lv9Xi81eewb2/ew2Xcr6FOS8HO15+usFz9b1/er1pWsBUkLZcWyqUXTqZzYoqlcWXcf6bLyGXyzH0oXTI5XKJTJMQV9xJ8WMxF7GCBk39oH5AAMzPI+6uJBR8mYWrF8+itLAA7uoqHF7/V+bWrdfrJf3ZNFmHDJkCq/30/u/fvLrZMcGB0GcUACD4v2+8v+/Xw953VrFiYM7OLejUN4Etoij5Io+DIWmLEFSXFAaOAKXFu3hMGRUuaLeGlES0sAT8Rb3DW9Yhfvw0aDtGMzVETU0Neo6ZDLvdjn4PPASVKYztQrUX8USRsLAwWCyWZttbWkNTSr5AV/NBUx6GTqeTtCTmfrEDQ7t0lygaqIUDqP9Oy40hUBuMOLBxNWQqDUYs/C30ej3zqKCdS1rQ02hBaumprq5mhYDE1Lnw+XzoPSGFvQcymYw9H70mFSzEhQ16X/ZtWM1i/20pcyU+Pm63G/m7trJEkQomrX3fnE4n8xQicj7ZzIq2pDALfE7xbiL9t3gBI34/aMeYihmk6iCJPfWZkweGTCZjKg29Xo97Fj0Ht9vNpkIFKoDECgq6Lq1RCtHnk7w6GpO7c365iHNjymG1QcEszxNPq9EFhzKlcGO5McVjMhankZjiWEOjKONGjQHgX0y6Ksvx9ZqVUCqVGHR/CttgoZzNVedLIZ5y0R7EsfiGmJtxxyNPwWaztXvqByCNxYGjXYH63NjhcCBh6mx/zKvLjXO/2IGkvoNYsROo9ygC6tsZyaTzSMZayFR+1UVtbS0EQWAxtLFYHBQZzXJUn0KJ2+cuZTldn4mpbGoWvR61FdK1ItXuwc1rcGzLOnh9XsSPm4avPtuC+HHTJM+VuyNDogqheNycyXNT15PGOpO/Wu6uLQD8n8vRi5/HvUvqFfPizwKLwXXecfR8YjsAj8cD6INwx+N+/zvKeSkW939wBjweD24dcR8uHPgS/SfNgMoUBrVazdZsgssJyCAx8g9cr9GGNrVftvZ+VFNTwyZeumxWnhs3wy/+DnUo4z0WlFVK/26Gq7IcWWtfZdMlOvbohU59BwEAG1uqNhj9u27hEUz2FBodg9GLn8fHzz4GAGzh2bFHL3S4uQcUGi36T5vLAhYlp9kfbUB25rsoOnYID/55DUbMXgiNRoOq0mKUXTyLyuLL1zSJgXaxzx/+CkB9C0LClNk4++1XMOflYOPCFHTum9DmXe7AHizauXQ6nQDAblw6nQ4RET0RE2BCSkWAyB5xkEGGksJ8RHaPQ8e4vhg4eZbIjT4Zl45/W+cj8ju28KapI30npqB/8mzcljKX+StU/nAZp3ZkwmqpQMnpXETH98fIdOmuv3jhL0YbFAy7pRwqnR4j5izCjbf0QOqq9/HN5jXoNPgOXD7yNfqPeQAFe7IQN2oMcndkICZxBI4f2oehD6UjbtQY5Oza2qaWkcBCWYeu3aFQqnDbrEdRdja/aZlmMwSqGcSjSjv1HSS5Hl0GJOKT558AAFw+dRT/+fpfUKlUGL7gSbaoICm0KjgMQ9OXQS6Xw+l0NjDWI0O4+LvH4tyhvagqLW6d+qROJdKha3eJYzPv7/uVIFL0U59+4I6ReBQkeTVQ4kHJK5kxWq1W9jtxkqxQKOCwXMXet16WeBVlrX0VBzauhsPpwO1zl0Kv10Oj0fgTwQ6RuOORp9ptcAn44yEdMy3CxT4GAOByuZjioa0Jc2PKEVIM0GJfLpejY9fuzMguMXUuHA4HYsfWLzTUajUr2lAfNhXdnU4n4sdPg9vtRuzYZNTW1rLjJ5UKHbdarYbD4WDFIZrKQtdPaTKxRDIQceIp9o7QaDQsKRcEge2aDZ/5CFSmMFjMl/DVe6/D4/HgrgXLWXEkNim5Td4N9Lnz+XzsGvh8PiROn9dAYdYaxI8Vf6ZJSRHYoqrRaFBZWQmXy8WKbQaDAa7KctafPvSh+Q08BADAfO4Mcj/NQO8JKQiJ6sQ+S9Syo1KpWjxesV8IUD9itr1FNc7PC3Fu3KFrd3QddDsGT01DVVUVK0LSZ4qUQj6fD6aON2HEwt+yhbvJZGLxmHxhxP4DFBMOfPgOjn/yARw11WzjJWvlszi5IxMAIJfJmbKXcmO5RsPuC9cSjylfpe+ZeAJTRUUF1Gp1m+NxoFcM/f/VogvI3ZGBzoPvwOXs/RgweSaiu9XnxjKVBp0GD8euV55B/LhpCLsphh2r7WoJTu3MRJ97J+LAV/9CpyF3wFZpQfy4KYgdmywpdIgLFoA0Fvt8PvQaPxUOhwNx46ZApVIholtPxIhicVNFIGrjA4DbU9Oh1+kxeGoa9m96G8e2rINCrkDS8hUIqcsbe09MgcNaLTG4tNfa2zT2M7BQplAo0P/BGZB5/aq0tsZioOV4LH6//TlAZwybvxwymQw33NqbFTZcleUQ3E4kTJ4FyPwK54TJs3Ao413mVeKqLMf+dW+wyYMj05dA36EjLv+nAMc2bcOwGfNbzI1lMhn6TEyFz+nguXEL/OILFyS1EgQBCdPnIygoCDtffwHZH29En6RJDUY8aY3BcFir/cmttRoKjQ6J0/3FBNrR6JecBgiAz+WEXKPByPSlkBtNEnMssWQuMXUuzh/Zj+L8Ezj+8SYMm7HAf2wpc2CKjGK74XQcbUWyiw1ArTPAYrFA0Blx7+9eY2qE0sIC5uvQGgJ9O+gaiA3WSPJLiwnAv5ieunIdvtq4Gl1uG4nLR77GiNmPAhD842iTkqELj4BcpWJ9ysEdo3H/S6txaucWdEkciTP/3gEA6HnPRHx3aC9uS5kLRVCIpAd5/+bVkhnPTbUqNAZ5lpQWFuD8t1+hb9KDgMmE8U+/7H+PR92HL17/g2R8LXlbkNybxoW1pr0nsKgQ0a0nrpzz94sWnzgMbVAwGjp2t1xgulp0Ad9sXoNhMxYg+6MNklaaxq7FyPQlrKgU2SMOLrvVnyjXSaJpV5AWNbQT53a72c4cIZPJULBnN9ux0eiNzX62LOYiAJDcAPjY1F8XI9OXsDnxdz/yJAA0kLmK5beCILApHLS4pLhKBpw0SpJkufT8hz98179LIgjo+Njv4PF4kJg6F06nE7Fjk9m0C7E5pFgJ0J5dONrZA+oXhD6fD2VlZay4QFMh2qq8aMy7AwD7XlJCFrjjHhQZjWHzl7PHhIWFMXWK0+lkE1rsdjs75pCoThj/9Muorq72G6TV9bGTlwKNVabrB4D5MjTnr9ASarWaXRONRiPZNaOFwcGNq9l0sOCwDkhavgLDFzwJm80mUeW0dC3FRQv6fLlcLuhCOrDd5bbEY3HRiuJnU73NhNFoZGP06Drv2bxGomJzOp2SMbcA2M7cuW+/xpjnXmeFOVq0VFdXszacpo4V8I+XDQoKgtVqbdcEBM7Pl8DcOKrbrTCfO4PD6/6GIdPSEBLVWaIeos+1OB7XVlxhk/jkxhAWY2xXS5DzyWbc/lA6ZHU/p2KGuNU6MXUuzh7Yg5LCfFzOPYqqErP/2Opy48FT06AiH6RrjMeAf+zzvr/+AS63C/2S0xAS1Yl999oSjxuLxZQbH9++CTnbNuDyicMoOZ0LjUbDisi00bTrlWdYEWB8XYtvTU0NDu/aguzMd1F86qhfZVa3brh95m8Q2aUbmzpUXWLGsZ2Z6HN/KsK7dmdGmxT7BEGAKjgMw+YvZy1urb1+FOs9Hg904RFs4UwbrjQCl8bXqoLDoNDocCRjLbTGYAxNX4b4cdOQt2sLwmctbGAq2ti1FBcV7GWlyPlkM2KTknH30hWQy+VtjsWANDdWh4S3GI9pMpO4GOSqLGcKZv9acS4ggBUWyKvk67dX4uTOTPZcdB0ObVqNgqyP4bbbms2NKR5Hdu0GY2gYTl7DRvavgV984SI0OgYPvvgG85yw2Wxs109jMDZqNEkFjKrSYhzbvhlOaw3uePxZAKifRvLHN1lQlCmVkt1Cu90Ol8vFpF+h0TF46K8b/SMAxybjm81rmBQ1btQYfPbnZ+p8NNo5oaLufHSmEHQfehcGps5jwTq8UxekrnofGU/MYDcHWkA2FgQoOMSNGsOUD+I2AEpKqfeREtjAZFEdEs6cdPuNug+Av99x8OwnJEaQksVCRARC6hLQe/omAPBXtUlOTu8hmZ4NfSidFRPaOkY2NDoGkd1imWcJ7R64KsuR/dEGdlMl6SL1sx3fsQUOazUGTJjKftdSK464aKEPDUdEt57Q6I1MZQMZWG9nVM8+rAjVUqXVYi5CxpKHUXI6F05rDdQadYsFHLFfSVVpMbK3bYTL6cIdjz8r2RUE6j0vaLyVuFil1WqZF0HhN1+i9GzTI3HF7TGlhQXsBqDWG9FnYmqjM8o5v0xCo2Nwz7I/+ntLRdL2wIQicOqHIAj+kWOiNgRxwkgTckierFKpMGzGAqhUKtYCIggCQqNj/K7gdYkSmZFRMl5dXd2sP0BLiE0ejUYjUyuRSik0NJSpzMTFbbExnTiOiPvMAaC2tlbyHTWZTOy6UOJMu58EqTLoGgNgO/1UaCBVCyVv9BoKhYLt+Iu9FCgeOBwOmEwmmEwmVFZWAkCzC+bWEtjiA9QvDOLHTYPHbofgcbFdvqDIaFZgbU7+Tc9LO8p0H3I4HGxsHrUfuVwuHP5gLWtDaSkeBxatqCjQ3LWgQhK1ylRVVTXoy6Y8glQ8BoMBsXcloXDPZ7hSmIfTWdvQ7emXWeGOFDhN7XZazEXYu/4txI2dgsiu3dj7Tp8x8aQAzi+XxnLjUzsyWYuSWCkVGI/Jz+bbD9YiO/NdAGBGlwaDAUc2vMF+ftucxVCpVLhrwXKoVWpcPHbQPwGuTnkxc3UGy4/EatuEKbOxf9PbGDZjQbuNHsXxWK1W42DGWlb01BiCkLR8BYvHtFHTXCwO9LMRx2LKjWlKXezIMcj9YmeDaSgOhwPx46ZBIVdgxOxHUVNqxt61q+ByunBj3wR0uKUngjtEImryLAy4fxrb1BTH34LPP8LBTX+HQqFATN1kF3FuTOdDI5Lb8n0m3zO6R9F56zt0ZAVdACze0r1WcDnhsFbDVVmO01nbcGzLOpTkHW82N6aiRfnl7/6fve+Oq7re/3+ezRkcQBAIVNSUBBEVQ8ORo7JEhcoFuHKhXbM0tXm1YXVv17LprRyZWmhi3hxht6GWWwQUGQaaEwJkczicw1m/Pz7n9eb9OWzzfn+3rq/Ho4cjOeMzXp/XeA6kb98ApUoJqUTKamD/J164qVxstVrx0+a1SNu+EWZDDXReHdAnNh6+PXq1qP1DCxNaLpzY8hGr//nFclFeNjRe3kyrxFYv1BFenbqiR9RwDJwymw35AbRYGx/9fB16jZkIjY8ftFot0ycRfqax+Pjt+B8YXFCwm61SUJRtEIZsHDTAIFh9Ue5ZWKrLofX1ZUUh7wlNE0FKYkajUQQTptekbb43J3b4xZKZKMjKwKeJEzF73U50HTC4Xd+LhhB+waHMVtPzjs6MK6vX66Hq2FH0cPhiyWPw7twdmfu/Qv7RA5ixNglegUGiBpuacr/gUJgM1bicdgw5B/Y3sjitqqpqslh0c3NDfX09O1Z2u100+aZGRK1Wi3i7fDNCXtu8Xgj/KyCoYQf0Cv/dk0kqOn/65z+QuXc7e6jyoqRegV2QcyCFaVsI+h0vsmPKJ2hehBIOoCArAwq1BsaKMmSmfMW0J0hsk1AQASHh3N+3HAc/WYOi3Ex4demOotyzKM7PaZPWBF3f25bNASAgh+j6BRqaGgBsc0iNCZ0PT09PVFVVQaHvgIf/9gkydm1F+OhYpKxegdBRY0QaJXwxQg8Ad78ADJq9+JYoUN+OP1Y0dY83NyzgC2baTFMOlsvlsBsq8d26t9B73GQoPLzZFszd3R3yjh0xJHEZyztUmDYnqEZbpvLycri5ubVrSwU0bE2o6KNmn54BpFHQoUMHhiYh2t3RTWtxKmkdzGYz28C55k2NRgNLdTkOb12LQXFzINd7sQFJx44dmWCuWq0WaS1QLtbr9QAgguSyzZLzfjebzU1arLrmY0JZ8K4tAJio3O8JvpjNcnKqCVHg5eUFpVKJHq99wBBxTGfIL5B9t4qKCvY8aqrh4GktZC9K0GG+6O8TG880h1r7zLzNKw2K2nL98I2CVCoV8bIJFUNOI2RneO3kz6gtu4HAsP4YMesJyOVyVFVVwWQysYETPWOLLuUzwTcA7BlvtVoxeslL7PgAELmh3I7/jeBtlHltq6aC8jENKfvExEOpVDIoP+XjoEHDYTQa0X/CjIbauGNHAA0Ua6I088uU0FHRTOzw0KYPcSppHa6kH8fUdzajY1D3dn0v13xMtBUA6NijF4bNeJzlYz5vnNj6CY5t+SfLxa76QdSwG0uLkb51J8LuH4ucA/sZbSDQScmoqqrCoE7d4VAoRMNANzc3eHfuigeffhkWiwWHP/4HUpOFRj3/yPcwlpei9OJ5DJm5EF0johjdmb6PVqtF5ORZMJvNbCjSVG1M+ef3ugdRbVxy+SIydm3FoPg5COoVJtb06dhRpPs27tnXmePGoU1rRVoXTSHTzu3ZhnP7vgQAUW3MoyDamovpM4eNiwMcDljr6phLVlArAw+6vony1P/R6XBzc2N1+r43X4ShSvh/xooy/PLTt7hz4BCo3YVna4+o4Xj0lYZhYNSMhXDT6TF4aiLTPqR8HHb/WFYbG41GjHziBWGJYahkFHk3nf42VaSJ+J8ZXNAFuevtlUzAsrUGj4fV7125iDWmNJ123Q5SuMIt6YKlooDXMRj37OvYOPdRWOqM+GrlkwgZMaaRJSdNfwEwNAQNEfb+/QUUZp/BgAnTETzkPnazU5FvMBhgMpng7heIqe98xooWm7NQLcrLxsFP1sDNXc+Eg/yCQ6Hv6AdrcCj8eoQgNXkzOw6uFqfNWWHRlo73lycleF7N2FWFmi+4eaExmUzWSCSNFyO9GbQK2cSqtIKwVHVRAX7LOeM8icIvvIYE0EAxKcjKQPruLzFl9UYkPS0c0x8/fgsylZrRNtjUOLg3fLr1QOmlC4xL6qrFQUOQiJg4ePgHNLJm5YMQDJfSjgEAzDVVqLj6a7uhZfT93dzd2fVLzQ8AEfedOKJ8Y0INkZt/IAbNXoyTn77LnFmYGOshQYyVdE3uf/wZ5rrze7irt+OPG/wwghrJ1oTXSJeBpyoBDRo8drudDcJ4UU1+40YFEyGGKn+7hsOcgjcv1Fh86QIOfrMDI2c/0eTWzdVRglB2vFWl62aKhMd0Ol2jrVhI9CTY7DaEjJ0kCDoqFIwGY6kqw7HNawX9Auc2ymKxMDs9ajS1Wi1DEtBxIvV1Hl1CSAOlUglDSSFObv8UfR+eCne/ANHP8sJz9Gd6Hdd7lmg7bdFWaCqooaCtosViQdr29cjatwNWoxE9XvuAXQf0eXhEHA2O9T7+rMEg7rrD4UBdXR07DyRCTGgTVyg1idxVV1fDs0t30ZbRNXhBOWpOyBa1PbQL+v6utQRRdeh8kX4I77pDAte04aN/T89lopVcTjuGgF7hAl0xJBwD42ZDp9OxeoYQJ7fz8f9W0DVXUVHBtK1ao0wwZFZHfyaiDDTk44FmM7NXFg3BXG6JlNUrmCaCoJ8RwOqtodMX4EracRSfP4cf/vkPePh0FNVEzeVi0uMiJAWfj0cmPg3IlQgdNxkGgwGnnJQVfugZEi3o+oSMncSeF9RgG0uLkbFjI2xWG+QKOdK+2spQv64Wp22tjXuNmQiToRpX0k+g9FI+OnTpjjv6DEBYTFyztbHS0xuDZi+GwqkR5Vob82KkN4Oe4vMxAFQXFeDfry1F0flMaDQaBPV6vVGucq2Nxz37Ona/8Rw6DxyG63m5yNi1ldE2eGSaTCZDn5h4WE0C6tG1NqZc7N2tJwKdYsnNocL4fKz3D8SQxOWo+u06VDr3dtXG9L35Xo3cQnqOiEbHHr3g3akrTIZq3LjyKwbEz4NSo2MDv/rKMpzc+jEiJkzHoNmLGS2+vr6e5eOz3yTDUFqCgNB+GDBxJlve8Fbwt6kiTcf/xOCCpwFcyzwt/GUbagqaBFOzTw1+xMQZkGs9GNWBGjl6H6VSifr6eqb/YDKZRLoQNpsN3t6CT3DXAYMRet9Yp9K+BIc3fYC8oz/Cr0cI4GjwzeZpBFSskW6Gb3AY7k5IhBfHSeQF66jp5Cfbdw1/CKm7PodcLke9pR6pmz5A5MSZiJw4E9cyTyP34LcAgC59I0WuFKGjohldgsQYqaGQSCSsqbbb7bjrgRhcPnYQIdGToPHxg0qlYh73tLWjrSMFiW5m7/0SwcMfxOldX0CukCNy6nwo9B0ANAiv0cSefm1vRMRMQWFuJiJi4qDT6ZCbkowbF88zkc/mrgmeYqL09MaDL76N3JRkmGtrkPbVOkbbCB8zgZ0//+DeAAQ71kdfacx1yzmwHwVZGcg5kAKggTrSFMzueNIGNqHXeHnDWFEGv+DQZnUtmgpeb4L/rgSVpkKcOK3UYFFjwjedNHwg29TQUdFI37MdV8+kojg/BwG9+yF21VrI9V7sQSvajMsbvMHbw2G8HX+8aGr73dbhFb99oUItdOxkmM1mwbqS2zDxuZggvVREWq1W3LjyK/auXISSvCwAwuBQpVLBx8cH5eXlyNydhIzkTVAoFMwRgv95omRQQ1x27TIydychPDYBmu49GdJMq9XCy8tLZPNJgwZCftTU1MCt650YMGEm0nZuRtj4OPh168Hs8g5+tRWZewR1ddpGDZwyGzK1Gg6Hg8F5aaNI234q3um4EM2AF9g8t2c7MpI3Qa1W4545S0Q6CvQriaDa7XYmZMrTIloq0tsalqpynHTykSmH0SBLqWqaekIK8vR8Pp60AUMSlzEtETrebm5u7BqjZoFQFs1RSlybi+YcN2hgAzSgV3gER1uiJbSKXq9nwzQets277vDbYBKb5Ru4QfFzUJydIQws7grDwIREhIydBK+ALiJEDqEf+c/VlKPK7fjzBD1zIyfPgkMtXHttGbhR7qLrruDCeWTv/RKd+0TAP7g36spLYakuh87XV/Q+PaNG4NrZ0/AM6IySC+eRmfKVYGFdeA0XDu1HTUkR4t/eCADoGNQdj7zxT5zc/insZpMgnG8yYcTC59lwsKlcbLFYcOPKr0j/agvCYxNgUbshe98OVleMWPg8TCYTTmx8h9FZopevYggCqVlAXlmqK3Bo7d8QEj0Jft16QK1W4+SebUjf9TmAxo5tfE7mRZAp51NTTXmUEAcaHz88sOw1/LhmJUov5aN75FDcv2xVk7Ux5TY+p7vmYqAB6U2/tjdc83FuSjKKzgsC+M2hcbwCg9CpzwAU5+XA4XAg58B+FOVm4tqpw7h26jDTmxq16EWoVCp2/kjjbsxzf4enp2ej13UdvNMAoLV8TMe3Q6egdrubAI3zMYlAGyrLkX/oPJRuapw/9C0kChUGzV7M8jHv7MeL3/P5uODMCZTk58IvOBSxrwm1MS1oXYfS9Jlu5+KG+J84ArRR+Pmj1YKrRXBos42pa1BxtO/NF2E2GpC6czOMdUYMniv8PL9hovdROKFhvMK6Xq9HeXm5KOFSAR81ezHcPAW+1P63/oqCrAyRxarWu6Oo6Oj9wDhkf78PPYbdj9wD+zFg4kx43tEZv13Mw5nkT+Gor4dEoUC/yXPg2/VOuLm5scaA6XhUVODeJ1dALpej/PoVqLTu6D/mEex78wXWaDflSgFARJeYsnojFB4dUF9ZhmMf/Q3Xz6Wxz170SxYKsjJwOe0YYlZ9CK3zIUa6CQSFJeiuTCZD5W/XsGfFEyjMPsNEMQHgt/PnMGLRi8zVwyswiCEGSi6cb5ujhUvww4KuA6LQf8zDKMhMxbhn32hxAMC/b31lGYP2Xk4/geK8bJgqy3H2538jcuJMzFibJKBkOAHWpoKEsuqqqxD8wHj4HvkBBVkZ2LIwATPWJgFoQNuYDNUIj54AACjMzYSxogxd+ka2a2hBxT5PLeHpLcNmPwWtp7co4VKjSQ9Tan7oYcpPp7sOiMKV81k4uW0j7omfi4AedzEdAmri+CTs6rhyGx735wzKkVRgSqXSNmtK8I0+Nc+0eaq+UYSMz9ZiUPwceHmFMagmiVUSDYSa+tyUZJTkZcE3OAzhsQkiLQmdzukopVYjdOxkWCwWVFVVsSKQ3DuMpUVI/2oret8/Fv/+xwoUnc+EXC5Hj+f/xopJeg7Qz7pCd+VyOdzd3VFRUYHUHZuQkbwJMpkM3Zy8ZaPRiJDoSTDX1kCpVDbaRtH3JLtM0h2SSCRs40jPIxLI0+v1DDXB2y+7c8dWrVYDEFBVdL8CwvOOrGdpiEHFJ8+Lbm+k7tgkstTTarWInDpfEDlrplAGhBxuKC0REARTZrNjW1deghOfr0P/R6dD3tGfoVt4faaWqEBubm4wm81M+6Ps2mX8+PZKKFVKjEx8Gu5+gexYubm5iZ7rrQlyukZz21Gr1Qqj0QilUimykG0pF9Nn5wVmg3qFIeY1wcJyIJeLed0YV9QTPwwB2ubScjv+eEEIieqyUkhVboiYMAO+oX3a9LM8Mint6yQc2/JP6Hx8YSgtQVFeNsqvX2KLF3qfwLD+KMrLhqH8BgylJQgM649hMx7HlicEikrJxfNivbGkdbBbrbj70alQ6dwRMnYSTCYTqosKkLk7Cf0emQqdb4AoF2f/8A2sJiMynIs5pVKJo5vXorqsFFpPL/QaMxHajv4YMHEGRwNoQJ786ERlX007ymrZbstXobq6utlcTLUxn49hrGmw3m4ij9I9SwKfIxOfZtb2pF3E18Y8mo56C8q9rrmYEAOU99vb7LrmYzIUGDbj8RbrzMip8wUhYasFAzjb27KCq7iacQI9hj3A6IwkJsznq6aCkISE1K69UYQTW/8JhUKBB594Du5+gex1+HxMz7v2aC7xec9V7w0aPYbOXw5LVTn0HXwYrWnglNlwOM9nbW0tQ0wE9O6HrlEjcfjjf7CeBQCCeoUhqN9AlOTnokvfSCaK+/1Hf4PVYkW/ybMxbMEzTTqiALdzMfAnHVzw06ma4gIc/Xwd+sTGQ65wwodJeKANUVFwhfGQAkLCERk/D6HjJkMmkzHIaUVFBWCswYltGxASPQkBPe5qJDpXU1yA1C0fodeYiegUHCoq4Kn4lsvlmLJ6I7PVsdRbIFWp0G/8FFw+fpAJuEgkEgyavRgajQZ6vwCkfvEJzLUGFOXnovTiefbZC7LPwL9nCNTu+kY2qHwRfsedwfCevoBNCVtypQDEkLAfP1qNe59cgRNb/slUdWnoERETh31vvoCCrAykJa1HdhO+xDRNLbqUj7Rt65mAIz0ACalQmH0GP334BhuETH3nMxGVx1Vjoi3n1dUxxXWQ0VyMTHwaV8+moigvG4c3voeYlW+j4MJ57F/9VxTlZqKy4CoAAQnCU02as2alIF6bTSrDHaH9UJKfi6K8bHy75lWUXftVRNUZNkuw5M1M+apFhEhT4QpFcxXPBACzwYDii7nw6xGCh5ashMojqEldAEJk0O9J70UulyOwRy+R7zbBwAE02rIf/GQNoyndhsf9uYIf0lJTrNFocO2XHKR/tYVxZtvzelTQ0Vbl3J5tDCHhv3wVKguvIm3nFgyelghtB99GLg99HhiHC8cPwjuoO9OEoOvYYrFA4+OHQbMXMyg92QKTkGFtbS1Of/0FTiWtQ/a//4XashsI6C1APmlAR5+Vp8a56k8AQuNqsVjQ/9Hp0Gg0GDJtPoxGI+rq6uDm5iYMRld90GTxxSMoaDNPRTHQ0FzwqCmj0chBYcVUOLpH6+vrGV2F54rzVrUAmNOIl5fXTRfLVquVbZno3idUAV/ANRVRCXNRXVYKq82KWmMtZE5hPWN1JdK+2gq73Y7B85YyepBcLm9yq+caRZfycXLbRoTHJsC/e0/kpiSz51u9uR4PPvsG23JSHjObze0eWgCN6UyuYqwAGHVSKpVCJpO1mIvpPNNAWavVNpuLeSQd/1p0Td4Kjvzt+O8JV+ox1UAOhwOnkzehOCcD097d3KY6ikddhj+cgIsnDqE4Lwc+3XpCrlAyfYOh0xegqrgQfsGhGD77Kfz06XuiOhNwwLtTV9SW3cCox5ez2vjk1o+ZkGZR7llMfe9zyPVecDgcOL7vS4YUGzp/OX5+X6g/s/Z/BWNFGSInzcSQmQvRJyYedrsdJpMJJkM1jm35JypLS4RcZbU4tQnEvYDdIYg/+3bvheAh92HglNnse3p37oqJzeRiACLk2YktHyF123rU19fjnjlLAIBR0zQajQhxWFtbC3e/QFEuptqYKOauQwu+qeapYV5eXiJ0Iq/305ZoKh/z1JSWIrBHL2g9vJC6bT10nh0wZFoijn7+CQwV5SjKzUTeT9/CJziM0dp4a+jWPhM9c7L2bkdOyk52PIc/uVKkPeKaj9ujucT3bYTc5KmAAKDSeeDumYsgl8sxekmkSEeJXCQBIGx8HE5s24CM5E0AgGELnmH5lx9SyeVyZO/9skE0VueOHk6dK+B2Lm4q/pSDi4IL53Fy20YMip+D7L1fMmGW+xYsYyiA40kb2rTV5RuqkYlL4VDrGGRJp9OhqqoKV9JPYP+qJTCWl6Kurg76hc+zDRRtdUiPoaqsFH4r3mZTRFLIB4SbU+vpzWxz+ILfL6Qvu3EdDocgDLR/J+prDeyCB9DIapMGGUzAzPlA4jm1Wq0WBz54vU1DC0BMl7DXm2GpLkdR7ln2/jPWbmM/T9QUk6G6SfoD3Yjff/Q39j3IwYNEmgAHjidtQOc+A7DnjWdEgwqeytPW4UVFwRVsXhiP4rwckT5G6Kgx+DX1SKv2pvz3NxlqUFFRgZPbNqIw+wyjbtAxb07UlC8g3P0CcWjTWjalvSd+LpQqJQqzMnDj4nlGNwno3Q8jnngRl48fZHSM9trA8gMb+rmU1SsY9YSGTtfOnmY2p8UXhMkwDb9cuaUOhwMSiYQp2dvtdvagJHg2bWpJM4OEAhmH04lObc9Q8Xb8MYI2yoR60Gq1UKlUOL9/J1OwD+r1equvw28eCOlG9nADJs6Aw+FAyNhJKCsrw8ntnyIjeROUSiWGJC4TUZNqiguw780XUZKfi5L8XPh0CsLoJS8xpXzKyVQsdezYUTwMdxYSIdGTcfHkEZTkZSGgdz9Er3wXCo8OqKurY0WiQqGAUqlkziLUlNI9AjQ0rh2DuqPb0lcaCT+31LgTCoW2eXTPEUJEqVQy8WP6DrxrhmtBy1vhWa1WaDQaqNVqJgLKo15I0JMK6psplumc8tQHgNPPacXa1CswCFpPLxzb8k+oVCoU52WjICsDfWPj0X/SLITFxAEQLGkrKyuhUqmgVqsbWd66LjsI9UcImv5jHmZNkdVmZRaqRAshqsXNCroSLJkfoNGxp+NL/9ZkMsHLy0u0kaPXILtwGmDwWieUi93c3GCz2RhNhM47P1DjEUK3ocl/nqA61FRTDTd3PbPdjUqYi99+Odeu2phvqHx79GI1EQCMWrAM3699EwU5Z/FR/P2oqxQEDX/8+B/w6xGCgF7hrP7YtfIpnD8kUJOvZaYh5L5xqPztGurKS+Gm94SpuhLFeTlI3bGJfa5RcxYJiLhR0Ti09m8wVlcBEAQTA3r3w93xiXD3C2CDv8HzlsJYWgwP746orarA2d0N1pUShUpEJYicOh92qZwhRZuy624ueORZ/0enQ6lUoteYiez/kRU1AJHld1P5mOorm83Gvgeht3mEAtVXNAih3MtTedqTj8vLyxtpnbQ1H8vlckRMmAGr1Yqge4az2rx39CQMmDKH5WNCQRKCjM/Hrrn40Ka1CImehA6dgqBQKNBndExDLnY+o0krg3IaIdjak4+bojDzmm+E3uHtq61WK5RKJdOtcq3ryWEmLCZOVBt7BQYhKmEujietR8TEGQh+8FEYKstht9sxbMbjImcbifY2wsI1/nRPpIqCK6zoKM7JYArt5ApBtI/WmlMWzoaKoPikpmyz2VjSOfT+KhjLS6H27MBu2kYbJ+fr2Mwm/PzRmxg6fT6kOk/RRsV160FFKO9xTP7Y9noT0r7aishJMxE5aSbMtQaotDpExMQJDX/8HKTv/hI1pcW4ejZVpNFBNxVRNgounEdtZQX6xsTjwUXPt6kJJrrEjV9/wbH176A4Pwd+waGioQUgtpgldAT/YJTLBSXqgnPpAITGmQYnPOohevkqpKxeAUNpCXQ+vu0eXhCqgHpiRsXh6Jzpu790CgttbxFxwX9/qUoFi8WCiAkzoNFoUHOjyKlXIqhnf7HkMRhKS5B39Edh0FFTjZHznxbRInqPn4KKwuvoEHQnfILuhLu7DlKdJ6Jf+QC5KcnoH/0Isr7fh5DoSVB7+8Ld1x97Vy5qRPVoS/CCpoCDuYCYDNUAwOCPl9OO4etVy2CzWNgAw2wyY8zzfxeJ3dEDEgC7N3iOLG1PaEtAv/KFtd1u/13omdvx3xn0EHd1/KAcR7Zf9UZDm6herig2g0HQtpFIJFB4eGPYgmdYoxYemwCZTIZeYyaKij6gAXGk8fJGl76RMBmqUVNcAJnOkw2lXfMxP4Sjps67c1c88sZHyNi1Ff0nTIfSw1u0USu6lI/0rYL4ZwcffzZM4G1ba2trWcNJr0/Cz2116OCLZaLf0UaL/3nacPGioC05+tDPuxZ+tLG32WxMS6KpYpmE7Zri5bpusoh+Q5+Hto0tWZtShD+cgLq6OtjqTWz4fv/jz8DuJmzMyJGDLO7MZjNsNhsrIvmBmN1ux8FPP0Rh9hkEhPbD3ZMeAyCg8agpGjr7SQBgKByy6G0v/9gVlgyAQZ35QZHVahVRO+x2O8rLy5lmlGs+lsvlMJlMjLbCNzg8TQto2OoWXvgFx7esZfBrqbZhKHIzUPPb8d8XFQVXmMbbtczTiF2xGsDN18b0nCcoPtVEpZfy8dOn7+MGh/5103tC592R1RJ+waFgxZizXFB7eKKquBA1xQXI3vslzn27C0DDMoVHYnoFCsPmvX9/AaeS1qFvbDwiHp0Gm82Ge2b8hTkuaTQaZiWs8PCATCbDPROnQ6lQwmSoARQKkQinKzqJH860FbVAS0FtR39EzX2aIfX4oQXQej6mZw45XPCfgUcoeHh4oKqqitVX7R1euKK86BnK13FUr5FteEvhGdAZQ+cvx8lP32XLuHvnLobO9w72fLXZbAwhSINyu90OGKvZoOKOO4Nx9PN1OJW0DjabFaMW/RXu7u44/tO/YawoY3le5hzumkwmqNXqJq1q2xI8ZQ9oMFUgHSkaZpjNZvYsp/x448qv+OXbr1Bfa2A6hFPf+UyghfR6HZWVlQw5Q0H0KZIeuHfRCmH5V12Ofz2XyPqFmJVv3zR65s8af7pvf/CTNcKmROWGwuwzyDmwnzXJVqsVGfu/dvpFv9Bic0RFd0TMFJZfL6cdQ9YP3yB07GTofO9gF3XH7sEou5SHrpFD0aFTELs5aXrZoUMHjEx8GhKFCrVVFTi25Z8AwERbaGtIRSZtoQkeSlxwDw8PnN78AVK3rRdZBvGNa8rqFTi8SVBgf/TV95CyegXOH/oWgWH9AQnY/xOmfYIoU/rOLchOSUZA735o67Y7ImYKcg/uR1FeNqwWYfPm1yOkxSbau0t32OrrGz0YjydtQFFedpsoKgAQel809v39BdEwhrcm3bwwHl36RiIiZgpDO/CWnP7BvRE+ZgKUGi0GxM1DRUUF3N3dG4YYTWhTuUIsAUHY8t65iyFTq6Hp0g0PLX0FNcUFUGl0qCktxpWMEzCUlkDj5Q2vgC4ozsvBtczTDMXjH9wbJkM1Ur/4BPmHBFHO8isXUXb1V0xZvVFki+d1p0AvMpYWY/+qJSjMPtNu1WG+cIGkIXECaCQY2nXAYCz++hgqCq5gy8IEFOVloyA7HUW/5sO3652Qy+WM+08PWJ1Oh6qi6ziydS3j9NVXluHElo/Q75Fp0Hb0Z00PNW6Ac2uu88SU1RsZXen28OKPHzQkyzvyI8atWguNjx9z/LBarZDqPGF32JG2cyvgAEOauQaPPAMExe7vPnsfERNnQKHzFOmwkBW13j8Qg+ctFekt0IM/cvIsRrmqLC4Utn0OQKnVofe4KdB29IeHhweMpUX4bsMahpJyHSq4u7tDJpMx2h6v3QNAhPaLXr4KKpWKbcd4NwcqOCsKruLk9o2466EJ0Hb0b7OdJh88iq85bi9RPqqqqkQCaQCYYntr20XeQpHXW9BqtexzSyQS1NbWCihEvV7UoLtastLxUCgUrGCkBrup4QrPgz+3e5uw2VJroO/gg4FTZkPh0YFdFwqFQkTfoeNDjlbEHachQOjYybBarYiYMANyvYAuobwflTAPUl0DN5vXsWovjNcVAkxoC97JhY4PDYfNZjPTyqI6Q6lUNmpY+PND54XX7aC6gzQ80lKSGfxa59kBQ+cvZ/fp7WL5zxEHP1mDorxsyFVuKMrLFtXGPCW6tdqYH7jS835Q3BwMiJ/HBoQRD8cj/ettuJp2DBXXr6DboHuh0XswK9TivBym38UvLTJTvgIcgEqnYzpeKq1OcANxLlr4fExuTCMeewIKjw7MHcc1FwNAyoY1otqY10GiXAU05LaKgqs4svVjtu1vaxCii9f7aQ25REL1roiG35OPaRjD0/vIaYk+I//v6XOSRpLdbme1MU9nc43mqPlDpy+AQqFAeGwCAnrcxX6eRzZKJBI26LFYLDjlHFSYa2twwbMDgqJGwGg0IiwmHiaTCTabDZGTZwFoGLiRlhPVpK4D27YET0Wha4GuB1dqoUqlgq+vL+vvrFYrMnZtRUbyJgyYMB0Bvfsxl0GN3pMtil1r49BRY5B/9ADMFeUozjmLa6k/oe8j03Bu97YGyrbRgO/eeUUQH9e43x5eOOPP982d95XVbIJfcCizq1F6esNqtSIkehKupp9gzdG4Z18XQfgpqKnLP3oADjhQnJfDkquhohxSlRt6DhuN/MPfITx2Ktx970DouMkAnCgCZwFJ2xKpzhPRy1fh2i85UGp0CB07mRUptIEmXjG/PeE5zEWX8htg/olN0wP4Aqvxnx2MV3U8aT0Ob/oAZrNZOCYZJ1CYfabNMEESRQsM6w93Hz/2QGoujidtYEgEHtHQFHWhueD52FPf+QzfrnkV2T/uY9QMsiYtys0UnS9qUkgvoygvGz2HjMKQxGWssAbELiN88NSSvKM/okt4JFJ3ChBLny7d2AOQkrqb09O5rqoSgABfdO/oh8Cw/ijIykDnvndj2KxFwtAieTNzczEbDSi5cB4FWRkiWCQPYTuW/CkKs8+020WEzgENiCJi4hjVpKXhh1dgEGasTcLni2eiMPsM9r+6BONeeR/enbsy/j651nh4eDRq1lJ3bELqtvWwWq0YOn85g1bTdc3zrRUa90bDC7o/Xak2t+MPEM5cXJyfg/P7dzLKBm2py65dxtWzqQCEJvLK+Syc4+xJKfhNsV6vx4GtHwvFjdN+jt98VP12HbkpyegTEw+Njx8TNSP9FYvFwq6zI1s/RueB9+LaqZ/hsJhxdPNaxkeuqqrCqc/X4ejmtQxWzRcPxEvmofauhYRrLqZCiv4tv2UnTveppHWwWASr05ux06RnDjleNRdUWBM/2hUS3JpgKs9PJuqIq/AuDZLsdjtDJVBYLBamT0LOL4SwoH9HBbdrMU8FY/n1K8yij/JN9PJVLB/Tsa6oqBBRb2jQQHlHo9EwXRCJRAK/bj0weslLjBsvkUjg6Xz20HZS7XQPIK75zRSS/MYaQCNEUlNBVBeCLwNg6BFX1AptYnlnAl6vhP6sUCgQOWUWaisrWKNhNBpZs8W7RkROnsW22U2hcW7Hf3E0URsTlbWqqJCh0HhtitQdmxo9cykfm81mpCVvRuq29SxnDX9yJUM59Zs0Gw6HA10iBqPflNmw1AjIWrOxFhXXL6MoL1u0eNq9ajmK8rIZNXbYrEWw2+04unktCnLOIjCkr2ib7e4XCO/OXTF47lLm5kEotaauy5byMYBGqDfKxza7DYPnLm0RncaHyWRiOYYa9ZaitraWDSF5RENT1IXmwjUfV1VVMXqi8MI1OLZ5LcLGxUHvH8jyLe8wRe9J78/nDY1GA4vF0uiZwjfvZrOZPTMpHw9b8Aw7nlqtlj2niGZIyEDSoOoTGw+pVAqToRpHN68FADyweCV7xlssFmg9vZusjWmYezP5mB8QqdVqhrxoKRcTiqa8vBzhsQkw1wqD6BGLXkTujymw1pvYoCx6+apGtXHOAWHxW5SXjV9+/jcsdUZczTiJ4bOfxEUn5V+l1bE+LdopEEvDC6IMuVJt/hfiT/ctRyY+DTjAmsDU5M2wS+UYPG8pJBIJ9P6BePj1tdj70pPO6bIwZc47+mOjLT01vIBYd6GuukoQMsrOQGHOGZhra6B294Cbyo1BZ2tvFCFzdxLunjQTGk1nlgS6hvZBx6CXRRcbQZ6JL0VFlOsGK33rNsZJbK5hdRVbc/0z/Z6+X/joWPjcGYyxz76Bb99a0WaYIP38mGWvIfVfgj0UQQWbiqiEucg/egBFedmotzR43vPUhfY04V6BQSi79iuMFWXQ+fiyTdiDL76NMzs+hVKlRN+xk5D53R6Ej47FLz99y4Y3Rz9fx5SeaYpL9k1EFck5kILQUWNwPGkjLpw4xIYjxXk56NI3EkNmLkTY+DhWpAPCJpiablcKjyCe6XCiNoRJcUXBFTZIcnX24AdudrsddXV1Igeb9riI0OvSgCgitkE0tS1UE6/AIEx7dzMbXmTs2orRS14SNSfUkJKo08Aps1FVVYWIiTNgMpnYUA8QmhaDwSB6UBBkWevpLaL+0P3J34u3HUf+GEG52OFwIDw2AYBQmFHTlbV3O25cEOyHI6fOZ0JWFosF0ctXoa6uTrCL02hYgUXK7oCgcK7QahlqwOFwIGvvdqR9uRHXz5xCzGsfws03gDWfer2eIdi0nt4Y/9wbqK2tRb9RD6GmuABuOj16j5sCQMjFfBFFBch9T/4V1dXVIqu65opZ19zLF5f8n+mzR0yYLtivxs+FzFkgthWmr1armQU3bcp5lwjX4LUsaEsll8vbBQnmv0dTwrv0Z6lUCruhCie3bxTZnfJImbq6Okbp4BEI9Fnq6upEFBur1YrM3UnMoo/yjVarFW0feZolUXh4fjg1KwAaiabSUAcAblz5Fak7NqH3+ClQ6DtArVazIUB7VOvpdXmKEP8521J88loidLzd3Nwa5WI6tjS4o89Jwy06NxaLBXKtB+59cgUTzq2oqGAaJyqVCoe3rsXRzWvZsJCO3W2F+z9O8PnYYrUgNXkzsn8QFj9qD08AQI+oEXDz9EbI2Ek44mzcTSYTRi16UbSlp3wcOnYyJBJJo1wMAJm7k5C5Zzv8Q8LhpnLDhe8OoSgvGz7desKnW08EhISLUMBNObBV11Qj//hPAsI0tC9b/hxP2oDRS14SobtoEdjc/dNaPqbf0/eLmjoPKpUKAybOhNR5j7Ul6Of52p4a9qaiuVzcnNtQa0H3OC+WfnTdW0jbvhFSiRSjFr0IU8UNnPxiPaKmzoO2gy/LgbyrVMnli8jYtRWD4mZDGtCF5WK6Bojqx1NM+sQK7jCutTGf4zQajYjCQ0jz2tpaaH19EeSklrPa2DlU5ylzrvlYoVBAJpMBuLl8zIuGt4dqQsMLAFBp3ZGRvAnuXt548OmXUV9Z5qQkCbW8a20cPPxB5B35EZVFBTDXVEGh1ghDw43voSgvG3dGjUDY/WNxLSsDnQcOY9pGdBzpc/LUv/+VfPynG1x4BQbh0Vffw66VTwlJ8s5eTBCGoJHufoGYsnojUndsQuioaNbEuW7pxz37OtL3fAmggfvfdUAUKgquQK33QOioaGT9sA/V5aVI+3IjZDIZxj/3BiwWC4MOqVQqPLT0FRF0jS4uY2kR9qxZCbvdjsiEROj9O0Gn08Fms6G6uhoKhYJdpJbqctQbDa1uyNsa1KTvf+uvmPrOZ8jcl9xmfQegQQ8iddfn6Dd5NmOYNMdV9woMQuyK1dj9xnPoMTK6YXrdAj2jtRj37Ov4etUy+PUIAeCAVqsV6BWvfcCEdULkKpz9ZgcGTJoJd78AyOVyNgWmY0xcbd6nOdUpJErNskypRFD/e2CsKENETBwkWnec2LaBOSLYDZUiV5bmEDEtDZXo79zc9cLDXK7EPXOWQKlUwlBSiFOffwK7xcQQN+0JfkCUvnt7ux08vAIFL+y9f38BofeNFW01TCYT2xqQqBMV5wqdJ0LHTkbm14J1WafgUFgsFlbgUMFht9tZ4yLVemDim+tw/Iv1bOh01/CHkPndbvSKnoTKysrb274/QFAurqioYEMI2ngDQN+Hp0KlUqHvw1Ph160HBsXPgcLJOebhqwBYgarRaKDkKFRAQ4MpkUgQOfkxXMs4icKcM8je+yUGzxPuExo08MJmfC529wvEkMRlUCgUMBgMkMlk8O3RC4FLXkLBhfNQanQidXmZTMYaxt8b1PgrPATldk8ngoGaUCrcWgre/YM0Elr7bLTpp3vVw8OjRUhwS0HIQTrH9Hf063db1+JU0jqn3bQY5UjXh2vhSa/Ji0xSSCQSDJg4EwqFAoOnJsKh1okGSbw2lCvM2pUf3tTvAfFA5iTXxPWJiceJPdsQOnYyPAM6t4hsaSqoISGNDX640hZ4M0/1kclkInQM5WJeQI6OIR1H0snq/+h0dOnVmw3vXfMxICB49Ho9wu4fi8tpxxA+OpZtN8uvX8GP72/FsBmPo2NQ93Ydg9vxfx98Pi6+dAHFv2Sj6HwmAAEdqvHyBgAMnb4ASk9veDstMEPGTmIDzbJrl5Gbkoyh0xdA49EB6m49GuVimUwGNzc3DIqfg9+y0lCUm4mMXVsxYtZCXE47xmqqbgMGi9wVeDv1TuGRMBgMcFfr8MgbHyFr73YMmTYfVqsVR7Z+jAETZ7L7hu6/1jbkbQ1aoih0nhi95CV2v7Z1mEvHipYz/LFpjrrn4eHBhoW/NxcDYPmB3o9Hm3h6eiJl/ds4lbQOV08fRefwuzFyviC8LpVK8dvFPOSmJMNmrkPGV1uh0Wjw0NJXRLmYb5YBMNF17249oU9chrq6OtTU1DDUOJ+Lm6vd+PzbVG3M5+OfP1qNs3u2obaqAn0nPoYz//oC/R+dDp8u3drlIgKItS3o3LU1F9Pn8vDwYBbqQ6bNF76Lhwer5a9lZeDBF99Gn9h4HN7yEUKiJyH3uz0ozs9Bz5HRqPntOkbNfxrXMtPQZdBw5Pz4DcJjE3A6aR2KcjOR/+M36Ni5Kw7v2Y5eI8fg3Hd72NCJt/52OLr8T9TGf95v57zXg/pGooPzhiT+nclkEsGNpr7zGQ5+sgYOhwN3PRCDgx+85rTF3N+I+w+Ib6quA6Jw48qvkEqksJtNqCkugJdfICImzAAAth3kb0rSSzDVVCN1p+DmIJVImXCmVOfZKPGl724dbdGeiEqYyxrzzxfPhEdAZwCCaBPBB1uE5TuPr0KhwB13BuOCVwcc3bwWbjp9sxvx9N1foig3E7/8sBd9ho8G0Dw9oy3RdcBgBA+5D4c3fQAPvwBEL18lUkfXarXITUlmVIUHFq9sRL+hjT8gNC/DFjyD3y7mCZsJaz2MlRWouH4Ztvp6mGtrnNzQFBirK5Hx1VZI7VYErfpAZDHaXgqHa9AAhdSo7XY7zvzrC2SnJAMQ0D/tcd7gtS3qLfWwmQVYYmuaJK6RvvtLFGafwbnd25D3417AAUTETkHWD98wq16pVIrKwmtI3bEJPYeNxoVD3+DqmdMo/fU8E8vNObAfkZNnQevpLdpKVBcVIGPXVoTHJqBDpyAMmr0YarUa0QOHoKqqCoM6dQMAJnL0vzJd/qMHFV41xQXI3L0NvcZMhLtfALQd/TFo9mKGDgjqFYZAJwqCHyDw2zRyyOCD1wDQ6XRMMHPglNmsiOERG3wTS4Uij2riN+28LSf9GyqgTCZTi6iG9gRvo0faE/S52zKoo8/b1s9GxZpMJhMV/ORi0d5mnM4BT5vjnSx4XZHdbzyHolyhYYpevop9dh45QOgJQjDylB+imOj9AzFo9mJInQhFsjwFGgu53mwhR8clauo82Ow2hI6bzJYSZLXaHnQK0GBFTgJ1BJtuz6aQBlWEwqusrGSIFLVa3ciO11BSiPP7d6LbkPtw6P3XUZhzBnazCb94CZaFer9AyGSyRvn4yO4kDHIKfRdkZeDsvh1MHyB1xyZkJG+CRCLBI3/9R5u//+34/xuEPB711F9x4J1X4BnQGaVXLqL0Uj4yU75itRQ8PDD+uTfYlhsAcr7ZgdRt66FSqZqs8/hhcFCvMCSs+QyHt3yEiAkz4O4XiKnvfMY0s6gm4V+HCTo7N+kA4HFHJ2YlWVtbK9DonBSmtqIt2hN8fUh6MoDYCaOl9+JzsUqlYjbFLdUsNCzkB843m4sBsOdkbW2tYJ/MuVhEJcwV1f9FedkABN0PqplPJa0TUMMTZ6LeaEBNcQGkOk/Wj9CSydUVkaen0K+3KhcDDQNyqn9tNhvO/OsLZjk68okX2vV6hHKpLirAyZRk9HtkGlRePq1qkriG0WiExsdPQPbLZKioqIBGo0Hv8VNw8dRhFGafwb9fX4qAkHCk7/ocpppqOCz18LmzF8Jj49Gl3yBI6gy4lpkGv6Du6Pz0yyK3PYupFruefxwleVm4cPwgivNy4Kg349FX38PRdW+J6Nj/C7Xxn3JwUVFwBYAgnnh3QiKDLBEU1nUbRZPoqqoq/HYxDx17hCAwpG+bt9Edg7pDqVQidedmSCQSPPrqe+ga2gced7zAKB92QyUTdyT9DKITUBze9AFMNdVQanXoExsPN98AWK1W1JUV31K0BX1nHpLvFdQT/iHhKMrNFAlZNjeEINghJIDdUMk2Mi1STZw3IXHRVCoVQ37kHEhpE9LDNVx5i658+AinTWLouMmiBwpZUfGcRkLFqDVq3LiYi8LsM87zMxwAEBEbxyCMB9e9DQAoOJeOG1d+RedB9yLg1GEMn/0UezjcjBYDPbj7xMYzCJxer0fIfdG4lnoYtRWl7bIsAxpEuXzu7IUeI6Nx8J2X2v25ALDzx1NnCs8LCKVLp49izIp3YLVa8e/Xlwo6IzkZKMw+AwDQ+fiiMPsMvl61DMV5Ocg9tB/d7h6CkYlPM4ebtC2CPaZcLseQxGUAgOqi6zj47ssMlaTzDWAF9u34YwQVYGm7t+HYln9CJpOxhq/2RhHO/OtzDJ2+APDwYIUvCW4RlJSH9LcUcrkcHnd0wqDZgmiuXC6Hp6enyMGBV5Cne1+j0TDqE6EqCi6cx7nd29AnNh5aX1/W0FFBc6s2fPSaSqWSNZqkU0FOGK0VI3SMyWbYYrG0iLigXEhoM35jTwrtNzOQceWN0/FVaNwx8c11OLL1Y3S9ZySunfqZ5Wz+/BJSjtATBLuWyWRMaNOV20uDDtKfoH9HBfbvCbKl6z1+CgbPXQq5XI6BU2ZDarfCWFaCA2tewrA5T7YJFQM0uHQAwrGnoUVrmiSuQefP4XCIhE4BiGDTgHBtUXF/1YlG8g8Jh7GmCmf3bEP+sQN49M31COzRiwmlAsDxfV8iI3kTinMy4BN0JwCBgrvrpadgt9sRcv94AcE44/E2f+7b8f836NpTq9W4cuInpvfl3lHQKdN4eYtqONeBZHhsApRKZbtq45FPvNCwgXdqZlHdydfEfG1st9sxdP5yNqisra1F5W/XWD6m2vg/lYt5JBQANkDlkYDN5WOdTsc+t9ZJn2lrPuZr41udi+nYEpo8ICQc5lqDoE8nafjuI2YthEqlEmnhuen0TPeHPpNGo2Gfmafg8dR3cnDi6X83O2Dih1r9Js+BSqfHsBmP47fLF1CQcQLG8hsou3YZSqWyzY17TU0NrFYro5heTT+BB//6Nty63tmuz0bnz5U6o9B3wJgV7zBB/Y53hqD/pFmw15uQ6XTNuXziEALCBjAUyS9HfsCjb66Htkcvhkiqq65Cbt5e+PYMgc15/VEuNtcaMGDCdNwdN5vVMX/2+FMOLnhYfECPu5iIGm3LeP4v8aZoU5Gbkoyzu7e1GdlAN5PZKNys1zJPM20CvV7P4L4/fvwW0r7ayuwwATTSNnDT6ZkojVQqxeglL0Emk+Hw1rVITd7c7k17a+EVGIRxz76OvX9/Af1ipsCncxAOfbIG9nozAnqFtyraSDAoN50epppq9iAifQhCbQBgDi1KjQ7hsQns5godNQZ5R39EVXFhmywRmw/huPCbS/KjHrXoRSakRpNQfmrumuDTd25hrh2ulI+uEcJwZWTi07h6NhVFedn48aPVkDpdbL5etRTGijLkHz2A2BWrkb77S0Ai/PvWvltFwRX2QL946jBiVn0I3x69AAAXfv4epZcvAECbKR5kAXsp7RgAoGO3njj68WqUX/m1PQeWvZa51gCNlzeMFWXMoiwiJg5fr1qKwuwzOPnZ+yi9chFFuQLvfNxzbyB993YAYDa9VcWFKM7LQemlCyi9dIF5qGu1WoQ/nACJRIKwmDj2sEvfsx2pyQIqSaZSY+j0BTjZhGDY7fjvDL7YC39YsCgdOGU2AKHYTN/6JU4lrWMbPJ7HSsKAJpOpzYUIrw7uuiEjsUebzcag+u7u7gDE4po01CRev1QqRdDyVazBpmFCe7nHrQUNHyiHkRZBWxTS+SKXvnt1dTX0ej2j6ZDAmyulpEFF/wp+/PgtWK1W3LdgOXALtjaku0A6CoPnLoVCoUCf4Q+grq4OZWVlzFGLjiWfj8l5g4aVdJ6okKdf6XtRsUzIGboeCMrs+l4tRVP52LtbT/aeuT/sBQB4dvRFUEifVl/PbDYzC0CpVMoGUwCYQHdbGxTSNCHaHQ1pyq9fYbx0tbcfrFYrg+1rNBqEPTAOOT+mYOCU2fjhIwElUZKfi5PbNuKBxSvZQE+n0+HuyY+h8NxpoeDuEYIhMxei3mhg+dhNp0fM839jwnZ/dnjynyF4WPyQaYmQSqUIHRWN9D3b4RcciuK8HLZEIr0tSIBhs5+CQuMOjY8fhi14pk35mNBsrogFqdNB7OT2jQgbH9dsbUxuDjTA5vMx1caEZuD1v25FuNKx1Go1DAYD6xNaE20kSgO5cxCC2lVMEQDTuwGEIQCvC3Hjyq9I25KModPn/+56JyphLvKO/oiCrAxsfXI6jBVliJw0E3fdOxp9YuJZbSx1UmTkcnmjxSDl1KYoH5S7dDodo6rRQBkQ3BKrfruOnG92ICL6kd9dG49/7g3UFBfgpw/fQMmFXJRcyIWb1h09Xvug1WNBQ+76+npUFxXAWCa4/xWdz0Tm7iTc/9SKNh9XouMREpDXU6qqqoLGxw9jX3oP6bu2IGx8HLw7dQWMNYyqee9jT0Ch1UKuEI4l5eORT7wAL79ARCXMxcF1a5iAf2bKV/ALDoVKq2O5eGBCIu7oHsye/3/2+NM8aWiAEDpqjMjykd/gkVI2wbeoSCZXiaqi6zBVCk1ZW0UqefSEX3Aoa2TvfXIFc00o+jWfqedD0ry2QbSLKA199iHTEhk3sD2b9rYcs31vvojC7DO4evIndO67DFKVG87u2dbqkKSi4AqM1ZXoGxOPgVNm4+eN7wIASi6eR+b+rxgM7dfUIwjoFY7UnZtht9sZ5I8SXs6B/czbu/hCLmau3dbmBM0nM0BAh/CbS4fDwagg/KScillCZfBDjKqqKkbvGTHriRZFUP16hKA4Lwf2ejOiHlsoQhgU5WWLkCuFuZmCZoozWUfETBH/fs+XuHo2FcV5OdB08EFhtsDRD3Kq5IdET8Klkz/jxsXzkECCqqLrLSI7XI+Nf0g4pCo3FJ3PZMOHkgvn2zQscn0tv+BQzFi7jR2bLn0jUZyXg6JfslB6KV/keEKDHgCsGFJpdai5UYyy65fReeCwBlE/fQdhU+7criqVSgyZlgiToRrmerNIMIzO9+347wy+MKBCx7dHL3Y9Ex1kUNwcAA1iXnw+JpvH9hSl1ESRiCMVTpW/XUP6zi0IiZ7ErlsqMprSNqC8K2jfzBP9fWVlJYCb4x63FNTgm81mSKVS0XFoaVNFuY6ea3xT66oVQhojRIvhobvHkzYg7autwndVazD+2Tfa3Ei7Um4AYSPJQ4epoCNoN/07AAwtQrmYzgkdY7IDby2IX8+jMIgiSkE6HLyYJSEeeEHYQ5vWCk4LXD72dDpRUTHu1zMUYTFxrdJ5CPHDa0eQFgidE966t6WoKLiCg59+iNCxk6H3DxSdx+Mb1iAjeROkditkKjVCoidB070ngnqFIajX6wAahu8PPvEclEol7HY77o6b3UhLhLaFmbuTEDpuMu7oHgy7oRKGynKUXPgFXaNGimwD/+zw5D9q0L3p5uYmsnwkp5yU1SuQmryZ2cSbDNVsaEFUZqVGx+yl26rrw6PZaLBYVVWF8utXkJuSjIiJgt1wvVlAHTVXGzeVj3lhY9JvaavrR1uPWXV1NXPZ4O+N1p5HlHPkcjlbmAJgDmyUm6k/qKurQ+Vv15C990tEJcyF3IneMplMSP9qCxOsjnn+b20eDvIIQ0C4N70Cg1itZqwoQ2BYf9w7ZzEcakHst66urlFtzA8xqqqq2kT5IJoFoQZJXJsElTOSN6Hw3GlWT0oUwtKCkIWkNUG/r6urw8FPP0RBVgYUao2oNiaKNtW0kAjHubXnJX9ssvZtZ0No/5BwhD+cwAY0rR3vioIrOLRpLUKiJ0HvH8jEOunneBSl3WaHXOZ0POnYsZEMwX0LljmH2Xb0fWQau6aPJ21gi2vvLoKWUJe+kRiZ+DTMtQb8lpeNzgOHtQkN9GeJP/TggjbK5loDii/kojgvB7+mHmGWjyRgSIUd3UwSiQRms5lZ8ABCIj/7r8+ZZWdbqQs0kQwdFY1Lp4XNtqmyHMc2vI2wcXHw794TuSnJTD2/NVFF4qId/ORt0TRy3LOvY9+bL7Z5oNKWOPjJGpFIo1arxaD4OSjOyWiTXWzaV1vRf9IsKDw6MEhT6KhoAXFxXzT2/V0QPQ0ICcewWYsQNj6uUZHDu40U5+Vg88L4FocXNKAiWCHpSvAIBIK6OhwOWKsrkPLJaubFTZNQusnJljE3JRkjZi2Eu18g1Bq18+HU8uCm5MJ5AICbuzuCeoUh7q1P8eNHq2GvN8PN3R0RsXFI/3o7rmWebsTtJhFY19/79eqDoQuewdWTP4uUme+4MxgxK97Cl8tmNxqKuHJED65bw4Yg/sG9ERAWgf6TZ0MqlcLTxxdh949jgrRfLHmsRc92Otf8w4F3NCEkhn9wb4Ereym/RccTr8AgPPqKIJ57/tC3+OmD1xF0V294BXZhSBnarrq5ucEkkeC+p19FXV2dULRMnQeFQsGOze0t339H0HVnt9sROXU+9H6BrGDjCx0+F5O7B4nlVlRUiBpVi8XCRDUJltpa0LaKii+73Q6VSoWTO7ewgdfwvzzHKBItBc8L5hFkGh//m+YetxQ8N1ir1cLhcIig0mazGUqlslGDXFtby7aOZrOZ2ZvySEP+dXj7T77Yj0qYC1NNNUwmE8LGx6G8vBwdO3Zs8R5zHVgQVJVHTdD3sFZX4MjWjxESPQn+3XtCo9GwoYKrSjpdL+3ledOAgxy6SCOFjitpZdDx5Bt13qnDYrEgJHoSbDYbukaNYPmYmra7H5mK0ovnMeKJF6H08G6SzkPDOzqvtJVTKBSw2+3MHYR0t9paLB9P2sA4zSMWPi+6t/rExgv3TFUF0r4Srvcez73R5OtQLrZaGywNCYFIqCSNjx9GLXqR0WtN8ITXHZ2R+/1e5P/8HbrfPfiWidTejlsXfD7uN2k2ND5+oiEy1UjkNkZLN5lSKdQVDrAFoMbLG0H3DGfb3LZSF3jkAFmm1xQXMiqpQqHAoNmLERE3F2q9B0bMeqLF1/MKDMJop1jy0TdfZLbZzdkm/54gpBePyHU4HGzowNtRujbIvL2pyWRiSD2e2ka5jtB0hCYBGuo5rVbLtPJCx01GeXm5qCl2DcrFvCOTK1pvZOLT7Pf80IJHCfC1MZ+PSV+itYE9T4cjqqbZbEZVVRUiJ89iyK/0r7ej3lKPkLGTRENd1zxssVjQZeC9yP73v2AsL0VA736s/qP+q3OfATiwfg16jIxutoF3XabI5XIYSn6D1ViLsIcegdpdLzomFRUVrWpyHE/aIFjm2mwYPG+pSKeIkBhyuRy5KTuQkbwJGo0GPcL7N/lalI9JrJquGR4p492lO4bNWiTQFXWecO/oj8yUr3D0k9Xo9NZGWMxmHN66tpGl/J8t/tBVP02iKAJ698OIJ17E5eMHcU/8XEh1HuxmNhqNzNqLEgihLgAhKYWOnYIb166g6vqlNg8IvLipdemlfABA2bVf8cvP/4ZUIoX/ohcxdPoCOOrNTh5Z61sVftJNYpckjtVW14/WoqLgCqMQ+PUIgbtfAGpraxHYoxezvizIysDev7+AwuwzzDsbAEO22O12RvuQe3iIBEutVivGv/oBzu3ehiHT5sMrsIsosQLCjS3VeSLhva1Iemo6G17QwCR995cwGw1QaXSIiBVsanlBU0pawk3sIYKFO2qrGgmgjufUr/nC/ohTjKggMxVT3/mskd9yc+eIdCPunbMYAKD09Ma9T66Apboc2Xu/BBwOuLnrEbtiNTL2f43OA+9F/o/7IJFKEBEbj7R/JUEikSDikXikf70NDocD/afMgXenruh+9xCYTCaRMvOB7/bAUCpA2vQ+fvAeMwFVxYXYtfKpJo8PCYValWr2cCLEC69v0tLwgrdR7Tl4JH769D1ExMQ10FBOH0XpJYHC0rnv3Rg2a1GbaCw1pcUAgNKL53Fy+0YMSVwGh8PBRJJGzFoIEzwbNVraDr7oExsvcnS5Hf//g8/Fdqkc9z+1gsHXqXioqqoSNbgqlarBSthZEPKDC8rN7eFs0iauvLxc+Cx2u8DHj54Eh8OBARNnor6qDCe/WC/oajjhyM0F5eK8oz+iOC8HABA19+l2W4a2FHzzzwfpe7g2trzNHQCRlVtTjilEiTQYDFCr1WL7OZdcHLPybVRXV7PnY8GF80hLWt8AF/foIOI0uw4s6NkKiIfM7n6B2Lv2b2x45OpEQLmY96n38vJqN8+bOWc4n/lqtVp0rGhwDoBpexDEl6xD6f/p/QMxatGLkMlk6Ni5qyjnHD4oaDMdfP81jH35Peh874BCoUBlZSU7PnwBTceHoO0AGLKG58G3VCzT94qcPAs2mw2hYyezc1xZWSlQZJyotfLrV6DSumPErCdaHYQQzxsQ7h8SDSVUiFqthkqlatA5cG4kQ8ZOQm1tLcquXcYRZ87+MxfLf6RwzccjFj4PmUwmDLiqK/DdZ++z5U9q8mZETpqJ4CH3scWTyVCNorxsKNQaGCvKcOHwD/DuGdYmtyIKHu1MiKezX3+BotxM+AWHot5oAIw1bVoUURRcOI9dzy1ASV4Wq89uxsK5pSDXDPoOpHMTlTAXHfwCUV5ezkSU6d+Sxg3lMWrwm8vFpMFDQ2hXdB/lzsjJszBi4fPCcPH6FRxd9xb6j3kYWT98gz4xcdD7d2qUi4GGZ2Z9ZRm+++x90eA9ZsXbjQSp+ZzD18au+ZinwDS31ad8QogJAOz55RnQGcMWPAM3Nzfcd2eo6D1oyMznYTc3NzgcDlw5+ROM5aUCBfmV9yHXezHNlKiEufhiyWMoys3E0Y9Xw3vVh9D7B7I81tTxoe98dN1bOLtnO/rGxMNNp4dMJoU7p2/SWj4mi9PIybMgdaK76Vl748qvTGy+7yPTIJcr2lQb073icDhQdCkfaUnrma5FyYXzeGjJSkh1Qm3cJzaeofHTd25h9X99rQGPvtrYWOLPEn/IwQU9wCMmzkB1eSlsZhPU7nrcHZ8Iud4LnftGAoBIpJFuBJ4jy8PMFAoFOt8VCq3eExcunG/3gCAqYS5yD32L0kv58O7cHd2jRqL/hOmC2rGnt0gPojWIO+ll+HTriaiEeaIhA/2/3xvHkzawQQsgFrX08gtEzKoPcXLbRoSMGoMD77/GaCpAg+/2uGdfF3HSJRIJ41HzavxarZapxPPJjt5T6+mNGWuTcHDdGlw7K6ATeEQB0CACGTlpJmuOyT6roqKCTblJ6ZgoPOHRExAY1h/9xzwiSj78w2TErIUoyEwViUWZaqoZZLKpYozOg1eX7nCodcIDrLIMJ7d+DJu5DmlfbRXZqY53uiX0GDiUbUeHP7USgFAk37toBdzc3GCz2RgvHWiAStfW1iIkehKupB9H8flzyD30LfM0dz0+AyZMh9Vqxf2PPwOvwC4wGo2orq5mG1e73c5QPDS82LwwnsHPvAKDGiE3hs1ahPxjB9nwDAAbkACAf3DvZi1gXaOi4AqjTmm8vBEem8C+b9a+7UjbvhEqlQqjlwgiolTY01bl3O5tyEjeBLVaDc/Hn71lauK34+bCarWi97jJqCq7AblcgUHxc9ngQaVSiQQXeX0CV10J3jKNtmiECmivNzuhKagQ8u7cFSMWPg+TyYTjn74r0tVoKewO4bnh270Xgofch6iEeWyDzm9ufk/w4sD02XnLTKISUGFHKBQKUtQnNAENKPghBjXyWq1WVIjLnTmQh/zr9XpIpVI4HA6kb93G7nOJQoVBsxcDaKDb8QgLuVzOtkUVBVex7+UnWX4akrhMQDDYbRg24/FmczF/HdBghWgUzR1rV8HLiooKaLVapmvBHyteiJXnx1utVtTV1bGiUaFQsG2lSqXC4Y+3s41ZUK/X0Sc2HvnHf0Jhzhmc+dfnuGfOErbl5I8PLxBKzQSJr9bX17P30+v1omIZxhqkclo+N678ip82r0XYuDjccWcwhs5fziwapVIpG4bQ8bzDxTK4peApKlKpFNXV1SJKCw2N2Abd2xsjn3iBDWho8A+IlwO34/8+qOHt3CcC/sG94dM9GPfEz4VSqWT3f+qOTSKRRlNNNQCwa40onYQEDQzrj2EzHofdiepp74BAq9Wy2qzH0PtReO40vLt0R2ryZrjpBDHh1hZFFJlfJ6EkLwsBof0QlTBPNGRoK9WqtaitrRVRy6iWNJvNGP/cGwz+Tzo1lKvoZwFnHiu4gm8/WY2gqBG4cvwQ24I3l4v5707vCQCjl7wEg8GAE05HF6pVjUYjhs5f3mwu9vDwwK63VyJ152bkHtqP0ksXYKqpxn1LX2WDCXrW3sp8TOeh6rfrOLHxHYyYtRAaH38mXEl9BuVKGpRQPqZrhY6n3W7HgIkzIZVKhWeH3osh3OhYEaWv6HwmUndswsgnXmiUizUaDSxVZUjbuUV4nY4d0Wd0DK5mnICpshxn92yDqaYaj776nigfX845h/P7d7LzV1FwBUc/X8ec9HjHMaPRiOriApzcthHm2hrkpOyEQqHA+OfeQFAbqM28RpdEIsG53Q3PX52PL4rysnE8aUNDbezrK0Ljp+8RanOz0YCU1Sv+tFpwf8gnDBVZxhoDpEo3RM1cCL27O45+vg5BUSNw7Ps9MNcaALkCA+LmQd6tR6NJIQ0/eLgXAKauey3zdLvEIr0CgxAQEo7SS/mQqpQYNHsxNBoNm7qGjhqDX1OPtAnJodIKG7GuEVGQ6jxw+ON/iIYMtyL4QYvD7hDBtwl58eDTL8PhcODBF99Gbkoye1CYzWYMnDJbBDGlqC4uQNq29airqYZM6Ya7H52KA9/tQefIYbiWeli0laEkaLPZINV6IGbF2yyRh46KRvru7QLiQqsTtv0b30PPqJG4di5NpPEg0YonvxKJhB1vAK26lrhScejzpSZvBhxoNLmsKLiC4vxcAICb1p05EOxduUg0XAm9L5q5kPCcTGqmaFNAE3ipVIpfU4/i6LrVGPvsG/Du2RsAGK2pQ6cgPPTXNUjbvh5uKjf0Gz8Fqf/6HDKZHCGjY3H5+EEMmTYf0LgLTY9cDrPZDIPBIIL4ORwOVFVVIeuHb2AoLYHOx5fpjGT/sA9d+kaiovAq2zD7h4Rj4JTZ+P7914TP4zwngDBc63b34HYNLb5Y8hiMFWXQ+fhi6rtbENDjLiaQO3T6AsikMvSKnsSGLYBYfHDItEQAgtXwbX71//+ora2FwsMbw59cyTYZ5JhgsVhQWVkJpVLJdCcAMEpDS7mYIPXkBNJW5wYAsFSV45iz0ZN37iqCzRICrqXBJEXk1PmwS+UYGDcbXgFdoNVqUV0tFPrEpf291x6JcVqtVtbkUvHHi2dSYadUKlmBSse5rrwEBz5Yz7i2NFQhoUoaINlsNhzd+gmObfkn7HY7xj37OvsMgLDhonvR3d0dQ6Ylor7WICAuZjwOuZPeIZFI2HCIfraqqop97oxdW1nTM3DKbJa/Bs9dCkUrwnZeXl4iC0Z6dlsslkbbL+IrU16lRoKabzrnPGqHCns+F1OxTMU4WcpWVVVBqVQyLZbw2ASYzWZ4+HfCuFfeZxs1lUoFiUTCBAMlEgnkcjnc3d1RU1MDo9HIzgWvuSGXy9l5pSGVxWLBiS0fIXXbevxy5Af49wxF4S/ZKL14Hg67A92e/xsb9FosFnh4eLDrh0QF28OF59EWhPCprq5m12Vl4VV8/9Y6WOqMUGl0GJAwDwp9BzbUGTFrIRwOB0LGTmr3fXo7bm1QwxvQux+K8rJxZ9QIBPS4CwaDASqVCjabDSHRk5B//CcUZGUg64dvGi3VaPjRQBOeB8CBw+veQkj0JMg7BbVrYCuXy2EqL8HJ7Z/CbjaJ6MNRCfNQVXS9zbVx+MPCkmNgnICyrampEQ0ZbkXwg5aq367DZKhG35h4hjAi6gdRRyjHVBRcxcmtH2Po9AWoMFTi88UzUZh9BvnHf0JJXhYAsEEDUTP+vWktTiWtY0MROqZRCXNht9vRZdBwfPv2SxgyLREjZz8BNzc3hI6KRtYP+9AnJp6hoWi4T9QzhqZjrA4J+4WcmgC0imajfEJLI/p8pA3keq9brVaUXbuMjF1bYamrRda+HYwSxD+DeYHSttTGmoDOCImehEOffYih0xfAYjbjyNa1CLt/LDs/d/QdiDM7NyH0vrHM3YSGS5TbDmzbwBAJj7zyLjL/vRtFuZlwcMh7QoZSPiadkV+O/Ig7eoai5NfzKM7LQcWNYqj1Hhg+cyFk7p7s52mxFh4ThyEzF2LItPltulfoWUaISi8vL9Hzt+fgkTjw0WrcuJSP5OfmQ6XRYeT8p0XOjOT2eC3zNJM9+DNqwf0hBxdUhBz950Zk7PocBWdOIKjvQKTu3MxgMxQleTl49G8fIbBniGhS6GqbSZy2fpNmozgvG0W5mW3i/1PwmgdavReDSNFnPZG81anmOw3T39+KrgMGN/s6QIOVK8GBLh4/hKK8bNYw/p6gbTqFVKVqRKXhYcT89qaiooJZDfIiZTKZDEqlUtjQcfSd0l/PoyArA1czTqAoN5PRMbwCg0Tqy4CQRHkVXQCIip+DnAP7kX9U2Pb/9Ol7TPSzICtDZB/r3a0nTCYT6ivLGGKDf0C2FHTz73vzBYESQwnfhc5HjXdxfg58g8MwZNYiWKrLsWfFE006kfDilIB4mk2oH/5YH123WrCkfeMZBN09FCHRk+DtbLw0Gg06dArCyMUvQ6VSwW63495FK2AsLUb6V1sYZYYe5LzAFCA0gvRwM5lM6BMbD6lUiruGP4TUXZ8j/+fvYKwow/lD3wIQhOf8Q/ui3+TZUHh0gEIt6AwU5+fivseXOwVH32gzMokX+QwM64+4tz6FzN0TBoOBIXUqHA621TWZTKguKsC3OzZCoVDg7vhEATropsPAWU+xh5pQNDTA0v+ME+b/5tBqtagsvIrUHZ8hbHwcgAaXB6CBBsI3omq1ulEu5u3udB3vgNlsZo08FTFtLZYPb3wPaTs3w2o0Imbl20y5XaVSwarVAgolUreth0OmQOwLf2/ydSsKruDc7m0YFD8HHv6dWJ6ihp3nP99suOogkHAlT73g8wMPPwYauNgnPl+H1G3rGdeWKBB03Pj/QqInoa6uDiHRk9gx5WHd1BQ7HA64+wVi1NOviOghJBzKa2oAEG3xoqbOY5Z60LjDaDTCzc1NtLlvLvjnAol20jXkOiii70+NBKEsaGjhqgfC/2xTuZi3WiY0ptVqhVrvxYpvQgJ1DOrOYNwkwKZWqyGRSFBXV8caCjq3rgMLukdcz7fRaESfmHhcSTuOkrwslDiH5H539UGf2HiYTCaGqKEcr9Pp2PCvvQJ+lEepDiKNFLlz8H1y+6fIcIq2AkDWD3vxyBsfwy38bsEVRuvB0Ew0nPw9toe34+aD6LMd7gzB8S3/RKe7hzL0FtEtVV4+ePCvbyNzdxLCYuLgodeLEKautpkHP3kb1zJPoygvGza7DYPnLm0T/5+iouAK9qxchMLsMxgwYToiJ85kn9XdLwCHNgnCi6f37cQdYRHNNtFN5WNe+LM1zaK2BOVjijP/+hypyZsxZOZC3NE9GPWVZTi67i1Gf+Pz8cntG3EqaR1bQhVmn4FvcBhGLnoR108fQXhsgggZRSham93GdB7omHoFBmHYgmfw7zUvIyN5Ey6nHcPUdz5DVMJcHP18HfrExsPfWe+SNhjlS8qVdrsdA+LnQanRidyEXPU12upYVV1dDS8vL5bvXbUuKJ9k7NqKjORNGDBhOobMXIiQ6Ens/fh87HqeW6uNCY1rNRpZX0H93pCZC1F2IQdFuZm4dOwA/EL6smdbfX09y8WEoLTahLwZOnYyrFYrQu8bi7wf9qLeUo/fLubBv3tPaLVa1JWXwF5vgs+dvVB68TxKLwo9XkBoPygUCqRt3wiNWoN75iwBIDwz7p78GCwWC4bNeBw+Xbq1+brjEacw1uCb1/8m6BzOF1DQu1Y+haK8bBTlZbOfu5R2DAEh4RgwYTq6DBqOI1s/QX19PdN5pGXzny0f/yG/hVwuh91QiULngKIkPxdB/QayLXf618Kmvjg/F8V5WTi3ZzuCnn2dFUP8RoSgmQSN9O7cFQlrPsMXT00TOKyfrGkTV+h40gZ2sYxyqsPSe/FbDWNFGb5Y8hj+su17UYNFDwziKA2ZuRA63ztgtVrh3a2nQKX4ZA37tzfbnDXlEKGQK1B2IRvpTjib0a5nMGXSV3BVpSbBNbLUc3d3R01xAeqNBoRHTwAgIEfIBjN0VHSTgpCEuqivr0fZtcs4/PE/AEs9g0e5UkQIxcBzMXnLQpVKhZR1b7HmuK1IgKiEuWwYcjxpg0hsdNfKp5j7BxuI9O6H2FVroVar8eXyOWxoQW4abQ0+WQNA7At/x743X4S7j58wiTfU4JFX3mUbObpOSezKWFqM/a8uQWHOGTbZ1mg0rIDmFZqpuKWHfMcu3TEkcZkwAHlyBe66PwY/fbAK7n4BUOm9EDVzIToFh7BhkLG6Em56LxTn5+CnT99vFcnS3HVHQwuHWieixNgNlUyh2TOgMxwOBzJ3JyHTCX+TqdRsqFFdVICsfdvR76FHkPrZv0XaHn/GCfN/e6R/tRVpX24EJGCWlyS+SHZyxAmmpprPxYI16jYc3bwWRqMRw//yHACwIrCtYlksnDWVUqVkDajJZIJMJkNFRQUrWHqPn9Lk61qtVhxybsMAoE9MHIOYegV2YZ/79wbvokKFJCGkqJHkczFtpkhLgXRh6mtrEDlxJu6dJVirERqD7Px0Oh3LA953hcLDCaWtqalhOgs0iKFtI9EumoLcum7NKBwOh/B3HXzZfUguLG11BgGEYRgV4CaTSYTCMJvNTHCUhgKEeKCCvTXl+6bCNRfTe/KWhnSMDAYD0xsBwPIyr5tFLgKUj/nBHeVik8nEPiOvD6Lt6I+xL7+Lszs/Q111FaRKNwyZ/SQ6BHZhNrG8mB01LW3RAuE1VXhhPt7phc/H3QePgqmiFJdTD6OuqhJ1leU48MFrmPTBdtGxo/flr+nbSLj/2yDO/+eLZ6IkLwt5P3+HrgOiREMxh8MBWWAXDJ2/HBqNBp6engx1AQcAiVAXUq1mKC0BIGhmjXjsCVQ6FyVt1Zg6nrSB1Uf3LViO40nr2XtJlCp0jhwGi8WCsJg4VFRUwMfHR3TfutbG9bUG2B2CVfR9C5ajQ2AX1NTUAMDvou7xzSMgXNMRE6ZDLpczLbfDH/8DRzevZWg1vjbuNWYijEYjukaNRN6PezFgwnQMnLoAAT3uQtjwB1heB4T7S6PRQHlnMLo9+0YjLQnKM4Pi56A4WxDLP/jph1AqlewZSXQI13zMa/gRXdvDwwNdI6JEjl5ttYXmczGPOHFzc2OC2rxzX8SEGdBoNLgnfi4TurwV+Xj4zIWQSWWwmepYDT7u2TeQvns7am4UwVJfjx4jxqCmvAxl1y6jQ6cg0dDYbDYjcup8uOn0CI9NEIa83Xpg9JKXoNPpcPXkT0jd9AHkag26LFsFi8WC0zs+w9nd2+DXMxQh9493Xic2aDw8cM/E6dB38MHAKbPZNWOz2aDQeWLQ7MUtIgubu+5ogJzyyWqRzmFUwlwmluvVqStMNZWoq6pE6aV8lF7Kx8CEROT8+A0ykjehd/QkDIibg2HTH2eopD9bPv5DDi6oCSrKy4Z/cG907nt3k1tusnSqNxpQUXAF7n6BABogt0TlIGEYQEAO6AO7MNugligjvAVrVXEh/IN7Y8yy1yDVeTABI3IuCXkwFkU5GagtK4WhtARHP1+HIdMS2c9TQ0wNepdBw/HDe6ucMNRgeAUGsYdLYW5mm5EgTR23gqwM+HTrCQCwWSw4/dUW/PbLORRkZaC+1sAeJkTtICEYKqAVCgVqigtwcvunGBQ/B3p3d+x592WRHgLfPFJjywtCkq0rQYMrKyuRmvQJclJ2Ijx6AiInCVP5iNg4RrdwPb/ExYQDItg30UTGPftGm4cIXoFBmPrOZzj4yRqYDNWwWm0YkrgMhz/+R8MQheN8Tn1nMwCHqBlv79Ciqeg6YDCe2HEQ25YJ0GSHVZgWm0wmEVebGndY6lGYc4bxUKlp4R8QfCHLP4QI2k1bUr/Qvpj52TeQSCQMak4c6p82vIPc7wXLqIDe/TDuuTfYeWlL8A42U9/ZDKnOQ9i03yjCuT3bMGDiDJzbsx2nktbB4XAwSGXEhBmQ2q0N/EaNBuXXrzBl8qKs9EbaJ7fj/y7ooUsWws1dgwDQoUMHVmDy+ZH4vkOmJQq5cuwkGEuLkbFrKwZMnAH/7sFNFnZNfRaDwQCbzYYBcXOh1OiE4skpXklFZtm1y0jbvk4onCER8XepUXU4HOw7hccm4KcN7yAnZSdgqcejr74nGkzzjX97jhu/jafNHQ0WCTbLq6tTUc4XIhqNBrkpyTi7ZzsCw/pDJpOyxpruYZVKxf6j4HnFPN2KGlCC6rr60ruq6POvSZQFi8XCzi818bwoaFvCFaJMr0VDKFfRSxJ5I/RAe4vk5j6Dl5cXo0QCYIg1nh5JGiS08eURDE25DlC4UoBoGEP5WOcbgBFPvcTsoXlRRJ7P7/perQVdP25ubiKtD41Gg/rKMpzY8k/IFXJIJVKk7twsIG9870BdVSV8uvWETKHE+Of+Bo1Gw84JXa80qGnLJvd23PqgGq8w+wwCevfDPfFzm9xykzYZ/Z6QGiZDNRPrlCtVolrRu0t3yGRSnN+/ExnJm6BQKBDYjKYJL7gbOnYyzGYzwkfHMocmeq9TSevw68mfcUdoX8AhDABramrg7u7Ofp4GyPSMryouZDB4fQcfRC9f1SKdrC3BN488XU/h4Y175ixhQ14aThBajdCC5MAz8okX8NP7ryLtq62InDiT0XQoF7vqvNH5cNWSoFwc1CsMMa8JenOh4ybDTSXkAGq8m8vHhFhgjk7OZwfRRNqDzHKl7xFqjB908lqBXUP7oGtoH1Ezfivycceg7njkr//A5ZxzsMsE+mbXkD7IOZDCanTf4DBcyMuCUqfDqCdehMlkEudHX18EOemR/PEChOWl2WxG54HDkLJ6BcLGxyFsfBxDdXTpGwmlVgdDRTnO7t4GnacwFLJarbA5F4n03GprLgbEDjb0XA6JnoSakt9w4+J5VBUXMjOAgN790LFHCM7u3gb/4N7w7dELKq0Ow2Y8jlpjLdzcVOg1ZhJ0vndAqlCINJ3+TPn4Dze4cN3cttQsNtfs81wqfotNWyaJRIKRiU+zRpWQDjWlxagsvIZRC5Yh//gh5qjAK85nfLsLgzt1Y8mBdDUuHvkRZZcvIDwmDjKVGmExcSwh06affJVl7p44+OEbyEjeBLlcDv9FL7KHC/3b9tBYKEjERufji4CQcJb8A8P6Y9yzbzAEw6mkdYza4ag3Q6nVMSEa4vFmOnlcGo0GUqmU0UNcrUldzwc/HKBhEsG4yR9bpdWJPI5d6RaurwmI9Sh4zld7BFb564WE6HqNmQiToRpSqVQ0RPlPDC34IEoQ/UqWYlKpVLAUe20pis5nNhIrbS0oObpuUj08PES8QrlczlAbPCXIp1tPBIb2hYdfALOKdKVn8PB3ooDQBpysUsnP/Pz+nczaj6y/wmMTWPHfNbQPur70Dns9S1U5Ul5djKLcTOG65QYot/L4347Wg/cw9+7ctVVhPlcKAPFjqWm3ublhSKKAVjv88T/YdfHA4pXsmi27dhk/vr0ScoUcd8cnwjOgMyxV5Tj86XswVJRDqnTD3QmJ0PsHCpQ2uZwJMNbX18NsNiN9+wZk7UsGACg0Oox84gW2PeIbYr9uPaCeMB1nv/4CDotQmJDoVeTkWdB6eovExtpTnFHB6+bmxhpfOi5yuRxKpRIAGDqKGg0SzaSw2+0YOn2BSFx4SOIyBkl2tcPjz0VLgwaCX7sWna1t810V/nkhuvYWrryuDSAUxzQkIqE3asro3FF+u5WQWMp/vI0kDZfICpQ0Nejz8SLgzQXP7eaHMYBYrJMGb5SLAbH4rF6vZ82Wa/ANJBXTvAish4cHblz5lXHzc77ZgbN7tgEAwqMnMBtzup5IHI8+U3V1NaPotDaouR3/2SCUWFtqkka52C+Q6VsQ0tRcaxC04gC22XXv6C8aMJPrkM1uQ//Jc6Bz1+HYZx+yXHzPjL9A4+OHkOhJ2OdcNvyaegRTVm9EbW0trmVloCg3E6UXz0MqkeLeJ1eguug6Dq3dyp4rNEDuP+YRpO/ejkKnpbxPt56iOpK3Km1vDqDjIJVKoVAoWM7hr2uHwwGNjx/uffxZNmAh5Db1FKL7UNJgVU2v1Vzz6DocoDxcW1sL/249GSVNo9EwXSKg5XzclB5Fe12a+NfirxfKtSqViiEq+Wb9Vg8t+PAM6MzQQgAQOmoM8o8eQMfud6FPbBx+OfRvhI2Pa1cuBoT6f/xzb2Dv319A2pcbYbfbMWLh85iyeiMOb3yP0aX8g3sjcuJMhMcmMMFxoIEuT3TDpugZTdXGlI9JgJzExL0COiP3h70ovZSPvrHxGDJzIaMbkWOUu18Aez1/vwBo5i4VITf+rPn4D/dtqPlua7PIe+Ae/GQN4zvThUUJig+JRAJPZ5N9PGkDm0JTJL+4EJa6Bq6aV0AXdAmPRL2lnnG8eS4sAPR7ZCoAYFDcHOj9A4XE7+S39X/oUfzy07eISpjHNtGhYyfD4XCg78NTWTHo5RfYyMayQUCpoXlsiu/P+3UX5+VApdUxVAOhVQjBQA8unooBgHF8TSYT+sTEQyaTMXGl/KMH4NujFx5a8lKL54QfDrjp9BiSuIwVY/dMnI7Si+cRERPX4jnlo6LgCoNQUXPcFleQ5l6LrD+HzXgcDoUCGh8/PLDsNXa9jA6PhFwuR8rqFf+xoQUAJrJDnwsavcC1VquRm5KMovOZ7aLC8ME/JEuvXkLGrq0YFD8Hnnd0FjVKpHdisVgwIvFp6Dv4oKq4kA2JAMFZpKqoECqdDnAAw+Y8BWjcRUMRvV7PuJZDps0H0NCUhD+cAIlEgpDoSVB7+2LQ7MXQ6/Ui1Wh6+FcXFTCkBX/cWxps3Y7/XJCHOdB2NwE3NzfU1dWJUA4UvB5LSPQk2Gw2hMXEseLQy8sLRz5ZzRoru1SOofOXC0KGXH5W6z0wbMEzKLt2GbkpyegTEw+Nj5/ILQEQNFzuiZ8LvV7PaCwymQwqlYpB+U9u/xQZyZvQNyYOkfHzYKoow+FNHzD1cb7prKioaFQsNMcv5QXSCMXW1M/y4pE0JOHtgU0mExQad0xZvdHpQjGPDTnJiral8+JayNK9RhTA9mzmgAYkAP3aFhX65oKOkZubG2QyGWtMLBYLOz8UrsXfrQz6DvQeVMTbbDaGwGhOU6MtQdc2CV0T0o0GIZSLCR1BQwOLxYKya5dxYuM76P/odCg9vUWbVX4QTceuvr4eWq0WFouF6XCl7tjEXHaiEuYi/+gBEY9arVbD3S8A/k4nEd7O1ZWWcyvsKG/HzQVtagFgxKwnWq0LSHyV0AQwVrO68XjSP+NINgABAABJREFUBrbYAoAOQd1xR+8BCI9NYA1ebW2tCJHqkCkgkUiQzuVilZsK9y9dhZMpySjKzYRCrUFBVgaObP0Yg2YvxoMvvo2UlxbhxsXzUDjtJE9+upUtz6a8tZFprH33zivsvXy69YBcoURq8uaGpaRfoMiZp6nGral8TMgEXitDo9GImktCMLjmYx65XXbtMjJ3JyHkgRho9J7tzsX8cICvfQABzVZdXc3u2bYEPZuAhvx4s/mYjhHZblNvo1KpYDdU4sf1bzOXqqqqqv/Y0AIAdDode75YrVak7/4SRXnZ6Bx+N7r0GwTvnmG/KxePmLUQCoUCvcZMZPpGbu56FOVlM2ePnkNGwa9bDyZibLFYUFl4FT85UegABFfG+6Jx5fghpknC94RUGwNiRCJfG1uMtai31KPf5Nnw7tSV1cb+T7zAnoH/i/n4Dze4IEhbWzesXoFB8OsRguK8HJiNBpHtG6+vYLPZWIGk1WqFAlqjx+B5S2GpKgccAuLi6plUGCvL4NczFDarxTmF9sOjr7zHIKWUEPgGzDukD/y6vSyCtHoGdMbguUuh1WoRFDGIwZxlMhn0/oEYOn85Q4CUXbuMI5+sxohZCzH1nc/w+eKZKMjKwN6/v4DC7DPIO/ojuvSNFOkw/Jp6RBCaBNiwg/y6mzt+XoFBjObRdUAULqcdQ2FuJsLuHycqrhro3Q7kHNjPbua26knQYKG+sgxaT29otVocvQmkBEGofO7shXvnLGbfoT32s64cymGzFsGnSzfRtorfxnp4eDR7Hd4qkUjX7zB43lIAQHXRdTZcGTm//UMLCiqWj657CxnJm1Cck4G4tz4VrHu57RzB2NSeAiRz10tPCS/A0ft/y8/GDacwrUQpIFVcFf4V+g4YkrgM1cUFOPrmixgUN0c4707oHg/VpGGi0Whk94NSqUTW3u2Nhha34/9f8PdAWwsE8lOXSqVMeJK34SS9IUJw0HVIiIOICdNhM9dBAgnCH50OAOj/6HTAWg9DpbDli5w8Cx06dMDRdW/hVNI6XD97CjGrPkTHLt1RW1uLUY8vg2dHXwycIojOGo1GNjBRqVTw9PRkYov9HxU4zqHjJkPvF4hD774CQGw3BquNOZjAKaRrNpuhVCoZt5ZvKOkYuAqkuRYaTYmVUcFGzxYG0dW4Y/SSlyCXy9kQhpxEWgrXQpanL5hMpnZt5ngtJ/q9azHeGseWbyz4oYqHh4doI+nK2yXetetG81YIkzX1HXiHJiroGbrsJt+jQ4cOoucMNQmuzRe/QT3yyWo2PBw0ezFDFfF2g3K5nLmd8HoYRZfycW73NgRFjcAQu509y2asTWILG7JkjJr7NIxGI2QyGRtm22y2/wjC5XbcXGi12nbZ4MrlDQKxDocDJzgLTqrRLqUdQ+mlfHS/eyjuX7ZKlIslEgkGxc0RNCfsdnQbej9y//01Qh4YjxsXzqP0Uj5kMhm8vLwwYtZCXDl9BMV5OfALDsWwGY9DplZD070npn+YhNQdm5hTXUj0JIb4Td+5BVEJc7FnzUqYaw3w6dbT6bAnQVFeNjRe3mIEsl8gLuecQ/pXWwStBR8/lot5HQZCyNUUFzDUoH/3nmxA2NTxc83HNPShpvPwx/9ARvImSO1WaPSeABxMQLctuZjOYeVv13B469qGGsm5NGsvUqKmpoYNW2jgcbP5mOw+yUmIKA1ubm5I+aBBCyp6+SqWg5tCG9wKkchGAx5nLXqrcjG5DFZWVrJnbOTkWQDAFrpRCfNQdCkfJ7dtZFovvGU2AGQkb0LegX2oLbsh0iRxrY0tFgss1eU4+O56tvxjtbFzOdJabfx7tJ3+iPEH/nY359lcX1mGk1s/Rp/RMfhxXzLMRiHpylRuuG/BcugDu4huVABQ672YsnpFwVWcTv4MERNmQOeuw/Ev1qP/hOkizisgbH5UKhWMpUU48MmaBlvP+8Yh98cUREyYgc53hbKihJ+c0QSXqCsqlQq5Ll7pMasE3lvIqGgceH8VinIzUZyXw+gtOh9fltADeoW3W6ySwtVto4OT2nF461qGxGiP1SvQmN5BKJjg4Q+2+XVoQGA2ClBGv1594FDrWLHcHtTFwU/WIHXnZvh064nIiTMxcMpsJn5HXEuCEbq5ubkMJ8RDC1749PeKRPLHlQrzw1vXIjVZGK7cisZ9yLRExuH7cvkcTHxzHcxaDwZ55BWkrVarCDlhtVphl8nR9Z4RuHAwBXK5HP0enS5S+Ce43o2rv+Lkp1tgqCwXtAIAPLT0FdHWnf49L7pHjZ+xtBimGsH26sFFz98eWvwXhFdgEEYveYlB6duDuLDb7Yy3bzabBQvGogIc2fAOLBYLBs9cyLYRABiPWOHhjXsXrWC2kvX19XD3C8DIxS8za2UqxiImzsD1s6dQmH0G2Xu/RFTCXBz+ZI1g7Tn7KdjdGoTVCIpPWw9C42k7+mPUohcBCO4oEXFzodZ7wGExM+X9gF7hSNu5GVKJFCMWPi8SZKZjYrPZcOPKr8jatx1h4+KYanl7irjmqDau3Gh6xg2dvgBopTB1fU1+A+TKj24pqLiiQpmaGxJ3buuWjwYSZrMZHh4e7OfMZrOoaCMqGzVSzcFyXQfONxuu34Hysd1uv2kqjGu4Ii9kMhkbUhDvnx+Y1NbWYuj0BVCpVBg4ZTbsziZULm8QECUaEt1rEokElqpynNy+EVaTEem7PofRaMQDi1cydAfd1wUXzkOh1iJsfJwoH5O1MfCfQbjcjpsLspK/2aVJ5ORZMJvNGDBxJqpramB32HHHXX0Q2OduDJ+3BHZDJb5b9xZ6j58Chb4DAAjIY4lAOzq/fyeyv/0XfHuGYPSiF3Dg47dgrjUwpzyJs8Ps0jcSPl26oaLgiqg2NhgMUMpV6NApCAlrPmMIsuNJ6xmiLnLSTISMeAhVxYUovZSPHlEjUHb1V9HwgjQ4JDYLJEoVwsbFMZQz1XG0CHTUmxmKo60DHwqTySS8TkoyRsxayOxK+YFf5ORZbc7FgJADzu3exmrrIdMS8d26txAxcQYUOk+Rzk1z4aqfVPXbdZzY+A5GzFooEsRvTz4mOkh9ZRl2rVkJOAS3CxM8GXKcBk//6VwMiNF4JKRPlLZbRY3Q6XSixcCIhc+j8MIvTo2PBttTjUYDvXsi6o0GRE6cyWrji6cOoyg3EwG9+yH0vrE4vuFt9BozETrfAJjKS5D+1VZETZ0Hi9nMXAkpRs5/Gt9x7jUt1cZyuZwhhv4XhhbAH3BwcZybCrelMeRtSiFX4MjWj3EqaR3jBPOh7+DDqAvkWUwXBQ0xdL53YOj85QAAqVzOXA5oa8hzYV0bWQAoyDmLwuwzKM7JwPjn3kDOgf0IHTUGWT98gz4xcdD7d2LFM3lvS6VSIfEBzEvav1tPjHziBchkMjz44ttI274ebio39Bs/GZnf7UH46Fjsf+uvjSxB29vwuVJtHn31PWi1WvSJjYfD4UDY+Dhk7k4SDTfa9NDk7EZp63ruuz1tQlzwxzVy0kyR5RIV7zxigc24JE4KBiB+wDs/S+mlfISMeAgKjw4iLrGrwn1z1yBPY/q9IpEVBVcYcoaOh91QyZLjrRKhJN2RzQvjUZCVgR8/Wo2Ri18WbVVoo1BbW8uQE1KpFHK7HYPnLoVUKkXo0PtY88MPLWhrmr33S5xKWoc+46ag/6RZjB/Iw72NRiOzdh0UNxt6/07stY7u2IjslGQMmDD99tDivyj4c9iWYoQg8IDw4CW0g9VqxcmtHyPNabsoU6nZhoJsUsPGx0Ht7dvkUIBoFwAa+Mn6DohZ9aFzaDEPBz95mxWppGFDQcM2m83G8j8VCZaqcqTu2ISIiTPg3bkropevgrG0iA2JA0LCETlxJuqNBpRcvgjfrncCAENYUCF3NCUZads3QiaVtbtIpmiKaqNQKNh7VVVVMVs+3nq6peDzGw9lbctmjt/IEYKExCRdqRW8mKmrIwl9F/oZq9XKrFd5XjVPk6EtJinlA+JrkH6uJW55e4Kg13Q87IZKZk2o9fX93a8PgOmbEL2D1zMhaDFdq7W1tVDrvTAkcRkbVJRfv4IzOzYCkAjw4s5dWU1C+Ziuj76x8eg/aRYGTJwp0s/w8PBguT7ysScZQkqlUrFlCt1/7RFcvR3/2WhvbcwjpMquXca5PdsQOnYypDoPnPxsLbPA7T9pFhQeAoLt8KYPYKyuhFTphgETZyA1aR3L2f7BvQEILn8/frwaxXk5KMrLhodfAAAw172RiUubrI35nKz3D8SQxGVwc3ND7/FThPeUSjEycSkABw6uW8NcO8jZjTR+wu4fi8tpx2A11SFz1+coOJOKh19fC6mbG05+sR5RU+exRSCvEdbefKzVapHzzQ6kblsPhUKBcc++jqiEuTi4bg3Cx0wQBhgb30Pqzs1tzsUA0Cc2HkajEeGxCeycms1mDJq9uFXEBa875d+9JzQaDU44P6NKpWKC+Hw+BtBoaE/NP+Vjm80maNnt2MSGSG7ueoxe8hK8O3cVnMScC9j/dC62Wq3sOWUymZiTzn8iF9MgmcTs07/agozkTbAYawEJ2KCChmtDZi6EVOcBud2OIYnLcXTdaoyYsxiHPnwdBVkZMJnMGPnEC0h3CtHTuSzMPgONlzeMFWWARHwvk2YVXxtDIkHa10kIfzgBSh9/9nn/F4YWwB9scGG1CvZ1drsdoaOiGVS3pWRANqX+IeHoP2UODCVFuJpxAsPnPIX8owfZxl6l1SF0VDQOf/wP9ImNh0bTiSV1KrSJp8bb+imVSjgcDtHNWF9Zhu8+ex+mmmoUZGWI1F8jYuJEtqCG0hIm7nnx+CHMWJsEuZcXqqqqGM3E4XBArfdivEIeOqZQKODduStGLn6ZfYZBnbrDUl2OgJBwBPQKvykdBAqealNTWoyU1SvYxD0kehJObNuAkPui2da+raKhETFTUJibiYiYODYB7jHsflw/ewqd+wxAyuoVCB01hg120vd8CXOtASqNDuZag1PtuocgHuUQoNNK5waTimmCd4k0ShwNFquA8ICPiJmCa2dPwzOgM6qKC/H9W3/FXfePR/7P32PYjMdZc0ATz8jJs5pEc7SXxtRSNDUEOZ60AanJmxEY1h83izhqKrwCg5iLjkqpYrBiolDxVonUoND1z/P4SZG7uqgA5/fvRMioaJze9YUgpPhwPABgwMSZkOo8BBTGlYsii0kASNuSzKbYwxY8w653q8mpXs1py9yO/3/B06jaw5nlLURLLl9EbkoyIiZMh96/E4ZOXwBHvVm4x+LnwmaoxMkv1sNmrkPaV1thsVgwbMEzqCi4iqy92zB0xuPQdvBlzRTBJvlcrPX1hd4pIku53j+4N4Mq0+chtBtd2wQvdnd3x3cb1ggFu9GIwfOWwmg0soGfMAB1bgU3fQCV1h3+T7zA4MHUcJvNZmFrplBgyLT5N11gmEwmVBZeQ9be7Yic/Bjs/p1QV1cngkH3iY3HpdNHUZCVgaOfrxOJuTUXNPzQaDRsy69UKqFQKKBQKFBVVSWy2yPUDDU/MpmM5Yj6+noRZ5fnR1ODzGsuyOXyhsWATsdyDNE3SQATEJAgZK1LDTS/feOjOcjyzURThTch9eprDQhqg2V6W4Pf9FEuJpoH0WYI2UKDNjoHgrimYFOq0rnjwadfFiEvVCoVIiZMh0KhwD3xcyFz94REIoFSqWT5nihDdI5oEVNbW8s2fLfjvyt4fa6BU2ajqqqq1euerhupVIqMXVuRkbwJ186cxJS3BPi71G6FBBJExs9FfWUZe31IgNRt63Et7RjMRqFJ9enWE7Er3sLuVctQlJcNvx4h6NI3EgCYmDkgQO2PJ61vsjYmXTHSqLDb7TCbzVDoO+DeRSvQoUMHpi+WmrwZA6bMgVzvBbla3SgX00A5MKw/CrIykL1vBwAIrmX1ZtZ0/p7aWC6Xo+fw0biSdhw+PXsjZfUKRjcmLbnw6AnsMxzatLZNWlC0lNTr9XBPmAu73Y6ge0bgxMZ3MHhaIgA0mYslEgmObP0Ep5LWwW63w/eJFyCRSDBsxuNwc3NDVMI8hhbmxaXp2UfPcB4VoVarUV9fzzR9QsdORm1VBWw2AWEBiJGyarW6yXrgP52LjydtwNHNa3E57dhNOS42F/wgWalUouew0SjIOMEoVIR8JoS3obIc+Sd+xrXUwzAbalCUm4mfPn1PuB5D+yFiwgzIZDLcPfkx1NfXo/e4KYxa0rnPAPz06XvoGTUSWT/shV9wKEJHRbPvyNfGUqkUx7b8EzKZDPfMWXJLvusfKf5QTyDaAgxb8Ayb/pKOQ3MXKsHtxyx7DTKVG/69bjWKcjNxLTMNj7oUGymrV7CLf+Kb6yBVu4soILRNooLO3d2dfS6ggQO36+2VSN25Gb1GPMQcO3gEAS+wGRjWH95durPp9LdrXoWHfwAiJ8+CghM5rC66juMbdiAqYS5quE2Pzlco3Kurq5lyvlqtRvrWbbeEUsAjVioLr+H8oW9hNpsxYuHzSEtpuJFcRUNbSx5EQcn6YR+8eoQCAHIP7Edh9hl2o5ODCu/aAgBuek/heCtUIgEpAIAEGBA/Dwp9B2g9vZlSNvmT09CDkgI9bIrysiFTKtlA4/q5NOE9LfUYueRl1NXVQS6Xw2w2CzoQHJrDzV3PBmi/lx5CwV+3Up1QqDaFfrlVwcRAJYCp4gaDgpLKNhVCBCcGGjzTeS52ZeFV7HvpSZTkZeFK+nF2PKUSKdzc9TCZTVCoNDAYDEz4sCAzFdPe3Qx3v0CEP5wAQHAWoWbKZrNBoRaSe8mF820SXL1VWiO3o+ngNyvtsaKjQqimuJAJrdImCF5eomt618qnkLpzM8KjJ6BvTDxqqypQXnAFmbuTnHlHi9FLXoLBYBBdg4CYj0wNZsgD4zFk5kIMmTZflBNpu80XWlarFeXXryA3JRn9xzwMs9mMkLGC8J2Qi9cgKmEuyy+8qC99TyoqqWGnZ9fNwmRpAJDzzQ6mej4objbSv9oqNKMe3lAoFPDt0auBSui07WutgSGIrUwmEwmO8poI1MiSZgcfZJHHO6MYDAaRgBhRY0jgjgYtDocD9ZVlSN+6FkOmJUKm84TJZGIDKfo3JFpJx4KadQDMyYTXg+Cvgd8TrsJ0jN7mnMHVW+rbNLRra5A+VnV1NUOvAGBIFR6OXV1dzT6j2WxGeGwC7PUCUmXErCfYuaLzpVAooPDwZqg5orqQFStpu+j1epZ/rdUV2PPha6irqYZM5YYRiU9DrvUQ0YHacgxvBb/9djQdtNQYNmsRQ4y25nREAz+tVouQ+6KRd2Af05WIXr4KQas+YP+WhgWBYf0xfPaTyD24XyTgGhASjk59I/Hw3z/Bud3bnCLcDhxP2gDAwWojyulhDz2CgQmJGDbjcfh06cZeh6cUUL1N1+/1vFzkfLMDoaPGNMrH2ft2OBdHjgYNsMSlqCq6jn1vvojOfQYg//jBhsHLLaiNrVYrLvz8PUryspC6bR0Ks88wxwmz0cBE8Ke+85mAghg7qU2OJ4RSNRqNkOo8MSRxGb5/91WB/iKRMC2bpnJx8IOPoq6uDv0emcbyhlrvhai5TwuDjU9WMxpK9PJVLLcR7Y1yd31lGVI4WhA5rSg9vTH8yZVC7lWrUXDhPE5u28j0REi/gUfX0T1/K3Ix0HDd2gyV+O6z9xGVMBdRCXNx8dThdg3r2xokBiqRSFCQdgQlF3KFv/fxZUvWqIS5cHPXI3XTB8g//D2M5aXsWoh4WHAjDB03GUoPb0FQW+fJBg5ytRpDEpfh8Mf/EFDPH/+D9Ttfr1qKmWsFMXJLXS3Cx0xAvdGAnlEj4BcciqriQtQUF0Dh4d0Iidpc/Bly8R/qU/NTO94a9HjShiYbRh5u/8tP3wIAE/drCmrPN4aHPlmDe59cwRAPQEOBTkUY0MAvFj0knAXN1bOpMFaUNaI+uG7rAAdKLpxHUV42Lpw4BGNFGUw11bA77LBarLhnxl+QtXc7jm5eC1NNNUMM0HRRqvMUFZharRZDpiVCKpX+LkoBwfkI4jfuuTeQ/s0uhIwVaBn3xM9lziJegV1Ew4vNC+PRpW8kRiY+3ahx5At93lLo7kmPQaFQIHx0DH756d9MCKequBDFeTlQe3iirqoSpurKhs+zezt7XUJV2O125gTCQgIRSKFL30jkHEjB4U0fMLhg6H3R7PXMtcKD51rmaVQXXYfCw5uJ59H1Z6qpZhZJwO/XtOCDBjtn//017unUjaF+iCfKi2PeiuB1R2w2G+5dtAI2mw12ux0Gg4E9HEmJnOeyq1QqpueyZ+UilORlIaB3P+H8fL2dfdbDmz6A3W7HkMRlqK+vR3hsAgrOpqIw+wy+WPIYxr/6ART6Dsw3nTZCVqsVkVPno+iXrBbvdz7aC5u9He0LPhcDYIUUUbWaCoJ4Wq1WZO5OajEXA2DXTcmF8wjsE4Gze7ZBpXVHeGyCU8dmHsvHPOKAt6Xk87FUKditujZaJIxID3OC3H+76mkU/3IOCoUCI50oCrvdjrTd23Bsyz8BCM8Mfghda6yFQq5i4pKuDfvNwmT5gn7ApJlQKpXoGjUSe1YuYtzYEQufZ6JkgT16MapNcwr7FDxigcR4ZTIZQ1HQQIi2fLSV55+NcrkcCoVCpDhPRTEN+HnklsFgYGgCq9WKjF2Ck4BUKsXoJS8xlAG9N70nFdb0nvzxJPSB3W5vUzPd1mjuGhsQPw8ShYrRN29VYQ40NC+EfKmvr4fdbkdVVRUUCgVDqJAtKiAcD1cXLBoo0cKFjidRTXg7XkBARPEbb61WK4KHAwKldvC8pewaaEu0l1J2O9oXPNqTR8s0d13ycHuLxYJrJ39GbdmNNtXGP368GobSEqg9PGG322CuqYFKqxMtFu2GSpYXzWZzA9KAyheFEoNmL4bCJR8SPJ/XvqIhMg267XY7hv/lOZYL0vc0ro0JlUp1FC3DBFrIXLjp9L+rNqZ8zKxaox/B168uFdAmvcJx/6IXnZbxQm08/rk3WP4uLy+HUqls0vWiKXQaXxsPnpoIN6222Vzs7hfA0Bo0jJRIJGzgSzah/Hfn8zgg6NYc27yJ1WvDFjzDhvC87pHFYkHm18ISQa1W497Hn2XnjEfmArf2nqfceOLzdUjdtl6oKaclomOPEHgG9UB4bMItey9AbCsbNGg4fvn5O9SW3YChtASHNr7Lnr90jxTn5UDj5c0MC7pGRKFTeGSzxg2AkB/7xAqo5PLCa2xwUZyXw3QKU3duZuidQqemYXFeDtw7+jPHx7Y8h/4MufgPMbjg+fY6nY6JEJEVaOioaOxa+RQT+YmImYKcA/tRVVSIgqwM+PYMQZdBw3H++90tujHwkHm2bbA2+NoDYHBU3mmCFGIpIQ2b/RTTstB6d2xSbNJ1Oz9jbRJL9H7BoaKGWO/twwYRJkN1I/HNKas3MjcIgvlarTbnK988pYDoCjofXwE1EhEFz+4hjJdOiAY6R1KdJ6as3sj4hsV5OSJ9CTovvHtHQI+72HF09wvAoNmLodVqcefAoUzUKSp+Djz8AkSDBWbh6rTCrCi4gmtnhWNWcC4d9ZVlAATaDn0eACJOI304ntrBv17xhVwU5WUjNWkdKwbpOiANDRrq3CrNCXpvGuz0nzADgIB2+eaVp0Q80VsdBKU3VleyghcQHmwE1+ahcwqFAg6Hg90Tx5M2oDD7TJNWpYR6qTcaUF1cAIW+A7wCu2DcK+/j21VPoyArA3tWPIERi17E+e92w2azYUTi01B7+jgbmE54aNkqfPvWijaJt/KF3O24tWE2m1FdXQ29Xs9yMUFPKS+SNgoPZyVUg1QqxaA4wTKMpwm5xsjEp5mOROe+dyMyfh5z9xix8HlInQ4HfJGkUChYwUd0j8GPPQG7VIawmHhRgcYHvxHS6XTITUlG8S/nENC7H0KiJ8FoNEKhUMBqtSL84QQ2sCVYMuXjPSueQMyqDxnPlleIV3p63/Qx5wWC/bv1RNCzryNl9QphyxcSjpCxkwTdGa4QpvuT166or69nQwxXhxNel0IikbBBh0ol0Mf4ZoLcJaiY5VXceYFJvkGmX3kdDY1GA5VKxUQmiWvu6enJvgc5qvAbJVdhUw8PD1RWVrLPfquCbyToWJLulULfAfc+/myjAcqtCDq2dL/wn4dQcOSCRs0nL1hKxalGo2l0rHhHBEBoMmQyGauv6FojKkrw8AeRf/QAPAM6w72jH4OIEz+7LVs+10Hn7bg1YbVaUXDhvBPlkAjAge/eeYXl4/rKMuz7+B8IGx8Hz4DOLCdT41l7owhpW3ai6+CRGGK3N0KjUfC1sV+PEABgzZVfsICYJYc4vuai3HQ55xzO79+JiJgpgFyJ0HGTGfLKNVy38+QQVZSbCb/gUBgqy1Fy+SL0/oFwc3NrsTamzXvofdFI/3o7TIZqWK02pgtzs0H3iGdAZ0QvXwWVSsWOj9VmhdKlNq6trWUoKn6oC0D0rOTdO8hmk6+N3bRaRhUDwFByTeVi/v6kZ6/Gxw+Rk2fheNJ6gUrNobr5XMHXT7yTCr0e/dcnJp49C/lzRsjcW6UvRMHn4573PoAraccRdM9wHNq0Fmd3b8PAhEQE9Ljrlr0fBZ2rrP27nK42gG9wGO6On4u07RsROipadI/cOWg41B18WK6kJVxTVqX0nTSaThiSuAzFly4ADgduXBSQ7gVZGfC5sxcGz/gLOgaHwbFtnUjqoN5ogM1Q2Wbx1j9DLv6vHFxUFFzB0c/XIShqBC4fO4iQ6EnQ+PgBEG5y2qbSNJD3kgYaBDD9egoJ9Y7Qfsj58RtkfLW1VXgYaS8MeDieNWgEO+VtyMirmOf5039qvRfGrHgHe53b59ZEKysKruDgujXw7tId3p27o+SigL7wD+6Nzn3vZo01wZLddHqEjopmWhlfLp+Dqe98Bpk2kD2QTjpFSIH2b5wrCq7g4CdrYCgthsbLG4bSEmTs/xc69Y1kvOXKwmtI37oWYfePRc6B/eg9fgrqjHXITUnGuGdfR/ruL9l0nbY11IQMmDAdkfHz0HvcFAAQWSuZTCYGU6MBB/8dqBF2Da/AINHwh3zCT279mHEpO/e9uxGnsbljwych2t66wqsIdSF8Twc7djdDUaCfCx01hqGEBiYkwsM/ECaTCWk7N7NNwn/KClSlFc6tSuMu+nsepm0ymdg2gPiRRZfykb33S4SOGgOgaY0PEkFNTd7MEDEkhugR2BmVv10TaEIfvsGGTKUXz2PK6o2Axh0mk4mJt369ain8eoRApdFh5PzGiB56v9tIi98flIvDxgvK7LSRpY1dqksuJtg5AJG+AxVatN1VeHRocuPGB9mS7XvzRUTExMHzzhBmyUjijfSaVBTQponPyVK1OwbPWwZAbNPZ3Pc9nrQBPe6OQkFmKoYvfB5qb1+2JTGZTIJNmfPaogKPz8d7Vy7C1Hc+g7tfINJ3bsGppHWwWCxMeK49Ww4a2hOH2W63o7q6Gl5eXuy9B06ZDZm7J2w2GyorK0X0DJ7KRUUzP8SwWCxsIEl6NtRQ8LmYdxLw8PBoVMzywSNYaHDBa1rQc5O0E+RyOeDh0eL9yg9Mmwu1Ws3sCenY3Swk1mq1wmAwsIJfrVY3+d6ke3Wrg7cNpnNP55+0RYxGI6RSqaghUigU7FkKNM8p5xEdlM+NRiPMZjO7v8gS99x3e1CUlw2pQoERT/4VMndPNsgj61US8mvOhvBWQsX/l4NqM1oySORKWKwW5KTsZAMuPh+f3L4RRzevhdFoxND5y1F69RLSv9qC/o9Oh7ajP7L2CiKBdXV1ePDpl1s8R1QbR8XPRfqe7SjOy2EaFeQQ9+ir7yFl3VtsAdcptB/kMjkTNayvNUCiVAEOoa6gXNZSPj64bg3MtQYMcLr3nd0tIO9GLHxeuL6duaOp2njfmy9i6jufAWjQNuNFQNt7TbaUj0cmPg2lRoewmDiRExINI2hozG/aeW0l11wMNF8bu+ZjoOlcDDS2WqbegAQ/G+VitFw/8bnYM6Bzk85ipIfGD5FvNh/zelp8nrt8/BBK8rJw4P3XMCRRMEwYMeuJ/wj9ge4t+jo+3e/CmJfeQe43ySjIykD67u3IOZCCiJgpzOFErveCzKnH1FI+ptxpNBrh5uaGO+4MRofALsj9YS/6xsQhaOC9CIuJg3enrjj44RtCnbzxPVYb0TUdEj0Jh7/ZgQETZ0Dv3+lPnYv/KwcXJLRy/ufvUXYpDzkH9qNTv0iEj52I9BM/oddIgeMWFhPHIDYmQzWM1ZXQuHvizpHRyP/5O4TeNxZXT/6EgVNm47fLF1Cck9HqtpagZTkHUjC6bySD9xoMzgeF88olGz96uGs0GshkMthsNmF65uOH8a9+gP2rlrSq+0D8RADw7RmCkvxc+AWHYsbabU02gJRQXHUlCGqvUCiY0F1LdqCuTTb9mR8YAIB/SDg6DxyGvX9/ASNmLQQA7Hv5SUZXKcjKYFs7UrNvQMOMYdoJEbFirhcABm2iG8lYWsSm9WJ0ROvBNzrho2MF95PRMc7P80aLTiVNBS8g6gqvIoSJUqvD0c1r4abTI3r5KjZUM9VUw81dzwRG+UEGP6SgY0QJiOhPtKkAhKQZNj4O1jojlColbqUwJwWhWyInzsSQWYvgoAbT2Qzy8GKiRQFgFq08b7LZcPnYarUauSnJyP1+LwAwPZj03dtxLfM0CrIykPT0YxiSuByXTx5C+OgY5u9O255rmafhe2cvqHQNSKumjvntuLmgXEyFLwCGapBIJEyo1lBZjt8u5sG/e0/UV5YhY5dg9aX29GGOH/TANJlMjRqs5qKpfEwDM36bQ4JgJJxM+Zgg9rx2RUs8Y7p/A3r3Q2H2Gfxy6FsM7hnG7K1di0PXfPz54pmMZztswTMMSjx4aiKknMhkU8EXdgAa2XIDYOi+iooKePkFMp4ybzVHzywaEgBAXV1dI6QFIfRoEEWaEXwhvO/jf+Do5rUCfYyDArcWcrlc5Lrh3a0nG/zL5fJmi6qWggYTdGyAhlzMO5uQ8j7lbBoA8E4m/HvzhTFtLemYAQ3Xu6u2j0KhYEOSWx08fYe+Aw0YeJg4T43hB0V0bJoLV/FNAOz16XtTgzJ0+gLmwnZy20YM/8tzUKvVUKlUjPpFx4anGfGIq+ZoSrejfXE8aYOoNgOAsHGTETV9AcLGx6G+ugK/ph5B16iRotrYYq5DWX4WDn3wBgpzzjBo/9DpCyCXyxE6dnK7cjFZUEYlzMPBdW8L/8DZ1EVOnoXqslIU5Z7F6a+2QKVzx8Aps6FQKGA3m5DqXKgNSVzWkMtayMdUG4ePj0P/KXOg1OgwYtYTjehgzdXGhzathUKhYIsfEmZuSVDatcnmc4xrPiZr1RGzFuKhpa+goqKC5VVXJyRCKtJ9QVQOulcqC6/i5PZPER6bANmdwaLaWCaT4cAHrzPxzWELnmlXPoaxBie3fow+o2OgUqkEoXRnfdeSU0lTwQ+Jm6qN6c80pCGnotbyMZ+L6Ri5DtrpGdh18EhkpuxEUW4mrp76GaMWvfgfcTmi3KZWq3H3o9NQnJ+DIfOXw7tTV4YUJAtc0lx09wtsVz6mZ051UQFyvtmBsPvHwmKxIGTsJOiddqh6vR6D4uegOCcDBVkZ2P3GcyjKzYTOxxfd+t/DqFRWqxVD5y//U+fi/5pPzieKqIS5MFZX4tLpYwCAyuuXUHn9Eiou56MgKwOGinJIVW6QwPkAtpggVbohNHoyLp84BLWXD+59/Fl4eXmh1+ARqKmpwYWfv0dh9pkW0Q8VBVdgrK5E35h4DJwyuxF82OFwwG63MxisK41EKpUy1W25XI4OnYIQ99anrBHfvDCewex4Skvw8AdReaNE2KZYzCjJz0WXvpGtbtVJK4MS9Lnd2xgfzaRUwu6wI23nVpgNBnj4BwjuHE4kRETMFNYsU5NNAwv/4N7oNfwhlF69iICQcDzw5F/x8+Z/InWboPBPWgPUaOYcSGHUCypw6LXzjv4o0rroFB6JsrIy5gLgmnh5N42bUXymh+svP32LDoGd8O1bK9pv1eqM9N1fsmnq2Bf/IVKupyRMvLSw8XGwWq1MVNNsNCB152Y2iPg19Qgb5tBxztj7JQylJaJhxeilryD7+33o9+h0eN7RiV1zHToFQa6QizYbtzJIwDBy4kwoPb3Z1prnxttsNmbFSKJsHh4ezH6staFgROwUFJ7PRK8HYlkyHzFrIRwWMwCO/jMgSmSXdtQpqCuTCta/Z3Z8Coe1nunCEKXq6tlUFOflsOPa0vDodrQclI8jJ88S4OIPPcr+H/Fc6+vrYakzsk2WSusO7+kL8PUL81GclwObuQ7Dn1zJrNQ8PDwgk8lgt9tRU1PD7FCbK5qsVitCx06G2WwW5WPi9CoUClRUVDAnId7Gkx7UfD6moOuXvguFRCJBxMQZMJvN6DHsAeQeSEFYTDzbRrUWXoFBTBQzPDYBWq0Wd9wZjG7LVzGEnsFgaHJ4QAMZ2syR0wbRAcgWWKfTsdeqqamBu7s7G1pQo0lFiZeXF/t/PDS5rq5O5PhBx5P0e/gga76+D09t95aGhl5SqRRBy1cxxNbNFEy8zZ9v1ztFTiM8LULNNSTU/LuiPlwLZ2pGSJ0fEAYHtTeKcDppHRRKBYbPXcLEsqVSKap+u47UHZswKH4OgnqFtfv7tBS8/gAA9nnVajWj7JD1LQCRC8CNK7/i5NaPBfv0Fs4XLwBK1x3BxAGI6T+eniKBQbqf6Vg2hTqlz2WxWNhx5Qfef3RxuP/L4BdMVBsbKgUNEqVaiwHx8+DdqSssFguOffYhCrIycP773XigbyTqLSYmNH7h8PcwVpTBPyQcUQnzYDdU4uR2QcBX7e3bIvrBarWi86B7EXDqMIPF05CAkAZdo0Zi54pFQi62WlCcnwO/4FDUGw2QSJ2ikpVlwnVjNkFSZ2D3VHl5uaiOpvwdPPxBpH2dBGNFGSQSCfT+gRi16EURlaypoNqYrlm1Wi3Yto+KxqkvP0XnQfci98cUhNwXjWsnf0bk5FmQ673YEMFVL4lyBOVYm80GuVywAz62/m2kblsPuVzO9Ln4hY+rHh69NlEZCelgLC3CnhWLUJhzBnK5HD2e/5voO9XW1rJB+JBp89udj1N3bGIWnKOXvCT6PK0JhroGDWaMRiM0Gk2TtXFb8zFPX3TNxaJhRVU5ft74LmQyGQZOW4Bfvt8DQ2kJ/IJDETz8QXz3ziv/kXxcU1PDRLYz9yWjKDcTFw6kIOiu3kjdsQlRCXNRVVSA7B/2iYTz25OPNRoNrFYr0vY06GeNf+4NGAwGUS4O6hWGae9uxqFNa9F54L04+sk/UJSbiSObP0BRbiYCevfDoLg5onwMgCEH6bhW/nYN2Xu/ROTkWVB6ev/hcvF/zSeli6Oi4CpyvtkBqUSK8isXBSgabVSdG/u66iqcTt6E4pwMxL31KY5s/Rip29bjStpxlORlARJg8NylKLqUj/SdWxASPQkh0ZNwNeOEaICg0upYQ803Sv0nzYJDrWPTWH6CSPBkoGEjAYDdwNTg0UWj0Lg31n1wBlEnTCYTRix+CbU3inB25yamiNyW4FEGYfePY3atBN0CgJKL55G5/ytcPHWYCclcOn0UpZcuwKdbD6an4R/cG37Bocxho/RSPkJGPASfLt0QMWGG8EAy1zWiLLg6pghogga4XnFeDkMk8IJhpCNCwWs7NKdD0lrQ4ECw3WrQ6GirqKMoJA2/ErSWkjzjifn6wtNp21lbW8sGJwEh4Uxd2mI2oSArA/96dSlK8nNFFlmBYf0xZtkqZHz7L4SNj4NXp64YNLsHAIiE6JRKJYOrXcs83SZnjbZGRcEVXMs8zb4roYrkcrmogAYaGr3KwmvMWYEf8LSEaqFjc/n4QQT2GeAUkwrEo680HsJQ4UGw2M69hU2JwqMDur3yLkwmE+rKS3Bo3RoUnE1F6eUL8O3eCxKpHEXnhQQOCdgUnETChk5fwB42t4cYTQe/wVfrvVgxxgsw0mY6fes2do/1uHswvlw+h+U4GiZQ4VddXc0acor6+nqUl5dDKpWKoKr0GZSe3hg0ezEcTn0JPl/Q8KOqqopt8ulnqWDkt/AAGHWCFyzjQ671wKDZi6FUKuEX0pchENr6UA/s0QsPLF7J7iHePhsQBCTNZjOjz9DmnD4baRbwG3b+/6tUKgbTpeEFFcquxScNL0gfCmiAJtOfScuANn+umy//bj3x4NMvt3mzx0eU08qPhrr0nvTa7Sm8jydtYNRH/ydegMlkapyLOW0H/vsRMoKuESqc6diT5Spd40SVyNi1FZl7ndaiWncMW/AMK8LP/OtzZDhrkGnvbr5luYS/96j5oRxM2lJU7NMxtVobHBdoKF6QmdrqoJ6eabxmhqu+CIVXYBDGP/cGs6GlgRoANnyjY0tLCRpS2mw2RjGjOooal5ZEY2+HELRUMFZX4oFlr+G+p19lTbTrRlWuEI5hwbl0VFzIxr43X2T5mIYWD/71bdQaa7F35SIUZGXAaDTi3sefFQ0Q+HxM12TujykozD7DaMNyuZwNVfrExuPnDe8iJ2UnAKBvbDyGzFyIeqMBqcmbodToMGzBM7BUleG38+dQkpeF3345hymrN7LhBU/FoqHX6V1fwFhRBt+eIYiauVBks9xa0HCFUA5By1chZfUKAVHnrIWLczJQmH0GJpOJuTyYzWZ2DdPn4odzCoWC3QMqlYpZonaOHNYoF/NDeZ72wWtdECLheNIGFOacgW9wGCImzmiECnM4HPDr1gM92mCp2lRETp7FlgC8ZlJbRR35cNVCarI2bkM+riy8hoxdWxl1ic/FhKisrq6G3W7Hye0bcXa34LBRkJXOlsBd+kbi8vGD/7F8zCMZqSdQKBQ4wtHxAeH+AoCa0mLmNHJ443tI3bkZjnpzi8tGOobhDydAIpEgbHwcALSYi2tqatCx81qc27MdYQ+ME9Dso6KRve9L4frRejBqoVQqZdQmuVyO9N3bcHTzWsGdJ3oSclOSMXT6gj/MEOO/5tPRhU3q4jxNgG9gu0YI29jffjknQMmXPIYh85fDVFMNi8mITmH9EDlpFrMEPZW0Dg6HAyMWPo+HX1vLVNgpmV89myr4TTsEEZSA3v0wYOJMdjNrtVqGsKCHdUXBVWTt3YahMx6HROWLuvISnPxiPfqMjkHeT/9G73GTofDwZg9rrae3qAkDnIgL5yCGtB7Stq3H2T3bEDlxZpubdt45hdxLqGCPmvEXyOVyWOqM8L2zFyxWC4xVVai8fgl0B8oVKhTlZUPn44uivGxETpqJ4CH3icSMKgquQO8fKHAkfzmHsl9/wbhn32hWxImH69F3riouxK6XnsKw2U9B7hwKETedjjM9oMPHTMDxpPU31VzyTfTI+U8DEPjn6bu3t5k2AwiFMvHVmlPqpkTPJ+rQUWOQf/QAzLUGqDQ6ZKZ8hY49eiE0eiIclnqU5AtWSgEh4fDu3F3QffjXF+g3aTa8O3WFXq9njY7VamUbVK1Wi5GJT+Pq2VQU5WXfMjtUV+eYkYlLGbqIFzyk70gN18mtH+Hsnm0w1VSza5p+bS5oqBR2/zjm0EMP7aaCzlNmyleInDgTngGdGXe/rq4OCp0n7l20AsbSYpzfvxPhsQkwGo3I3J2EARNnQq/Xw02nx13DH0LGt4IbzpHfof3yvxK8TzrlMNfGmAqyIdMSGV2MFLZ97uyFgN79MDJxKZTcxoVeh8QWATDLS0AoavjNCz+4oyZdKpWiouAqTn35Kfo9MhU63wAYS4uRmvQJ5HI5hs9dArXeCzabjaEq+IGH1WplyAJCjlBQA2+1Wtnnch2uthTNQWQJEWKz2aBWq0Wbff69+c9JW21+A05bdrKU5YXKWuKz0pab/j01lwBYAUnCnK6QaLPZzKgE7Q13v0CR2jlvK0ffpakiqSnKTOTkWQAE/RydTscam5Zysc1mQ319PZRKJbumm9OqUCgUrLij3BsxYQbs5jpYrTaEjp3MlhMkJnr97CkUZp+5ZfZ7rkMLut94ZITrNtdms6Hk8kUGE46cNBMBvfu1yRaQNqB0jxPFprmghtZsNsNoNDK3GMrH1UUFyE1JRsTEGdD4d2LDDEDYotOzjEfu8YPxPzrv+j8WzmaJ7oumBFcBISfft2AZQ8RufXI6jBVl8OrUFTKFAj5Bd0Ln7Qu1Wo1zu7exejf0vrFI/ex9piXHb2mVSiW77iImzIBCoWAuOnZDJTYvjEdxXg6M1ZUMOemm90Tv4Q/i2rk09IwagcLcTISMFNCYmbu3oSQvC1rvjijIykDqjk0YveQl1NTUiNz7XAcx/iF9ofAQNB3ak4/p+qJrm4apXaNG4tKxA+g2eBQuHTvAkAyiw+7MBVSn0r0vFsG34pfv96AkLwt5B/YiMPxu6PX6VrUFaKBMubiyspINFkLGToLnHZ1FeZAWu0SBu5nmUq73wqDZiyFzCvgCaPRdWqPNAEI+pqF6c65izeVjs9nMtC/4vEVoFaAhFxtKCnH44y0IHTsZ3p0FWsbV00dRlJeN4rwcdOkbKRLav3T66H8kH1MNrNPpGLooJHoSy1v0/vlHD6AoLxulVy7i/KFvmTMkIEZ2NhWUi7279RQtQpvLiXSeyNoaRsEWO333dqTu3CwaSFA+rq+vZzm6/5iHIZVKcdfwh7DPeQ4A3LT2y/91/FcMLqxWK6p+u4a0nVsQ/mAsUxdvrnl3pUj8euwA3Nz1yNy7HQMTEqHw6ACr1YpBcXOY9Y9UJoPCwxvjX/kAJ7b8E/Z6M278+gu7CSIencZ8palBookhJXKpVAqVSoXM3YIFkNWp+l38yzmUXjyPK6ePoDgvB7kH9yOwbyRGJD4Nzf9j77vDoyyz9u/pNZNKEhI6AUkIoYQiTSmKEgigtCQ0pbvYQFBXRVdRv/VTdF3FAgICGkKVGtQVUOmGEAhpJHRISEJ6ZibT5/fHO+fJM5OETHAtv93vXNderAlMect5T7lLQLBw82o0GLHkdTeLN6VSCf/OUfWcVYuwFTQb9V6JPPIokZCuUW6NuVgsRl2dCYU555jtYGFWBnqOT0T3kXH1E7qRcW5/8sc956BgF1qUm4n41/8JmW8gcr7b5dV2nc7To298yKbcAKDU6jDy6VdQU1PTgB/H7A9dCBEATHTJa8FLDiXhExKOwfOXQqlUQnTgG/ySvBpFuZlu+htn9mwBnIL9aeaBHaguLkL5jcsNbbyABjZdgHtSry0pxL53Xmb0hX6TZ7Hj3rH/fRgyYyGC2rSHSV/DPNFJiBJOQOsfgMHT5yMgJJxBxLRaLex2u2BpGBTKBEP/HagL/vrxFP3kBQ/9/f3d3CNUOn+QYIXFaoFUKfC8nQ4nmzQ39rkIcZH1wz4M6RwJS1U5zmxahcHT5zf5PfihiKdSvkwmQ01NDdRBIej/+DOQSqXQuIaUNpsNco0GcS6Y/qA2HZn2C+WX/4uGwQsjXzvxIwYkzIHmDlN43tq53YD7kXNwP2ImJEEXEg6lRoOqWzdwavNaDEiYDb+wdiynms1mqNVqhk4DwPjOtBWghhyAG180Y+cmZGxbz4qdzN3JbBMjlisx3LWRB+Bm60kWpaQbwCNH+JxMWkV2u51Ber3ZClNxKZfL3agMtK0zm81sKADArQHlqSP0mej9aOtCSDqikthsNlQWXkdu6jYMe3xRs7mAhhj0OgAYhJo2mfw9RpsvKt6pmPFWZI0fgFmqynFs9XsMmkrNrsViAYy1OLL2Q0ZhzDiwC5FxkxHYtgNrlBVaX+YEQN/jTrlYKpUyNArZOfNaFZ7aPaSZQsWoVCpFULuOeOT1Dxul9sh8AxD/+kf4Zcs6RMZNbrLo9zaaGloA9ds4GiDTs+ZE8hfoM2kmsvaloDg3E6GRMRj82FOora3FmR0bm/1cvECnQqG4Y/NCQQU43Yt0rSgUCmTtTUH6lrUAgIeW/E1Y2rjud9ruSqVSdg80Bqf/v3CPysJrMBv0CO3aHf0emd7owIIPz9oYABRqDYrzs6HQaJH347e4deE8xr7wFquNTySvwfGNn8BsqIVYrmTbbxrgmSvLcPabrzBkxkLEv/g2u8e+X/0eWwCKxWJo/YTBgqmmig2xNYGtYCi/zWzd7xk9ETabDTGjxuPCT99iYNI81JYU4vDq9wGnQCfldar6TkiEWueHyDFTANQLhTeXf/j7iZBANpsN/uHtMdTVGAZ1jYbD4UBIZE83qp2nHkBjugAmk4ld1xQmfS0Of/y2V3SFxnKxxi8QQ2YsxNFNnyFwxkIYXO5YQP1il5p/wF1PwptBBo+S4Os5chaxWq2AsRZpW9e71cZ9EuZC7hcIm83GFgpE+/K2NgbgpoejVquRm7qN9Sb3zfoLZK5lAuXiUynrmKAr1cYzVyUL1woEanF18U18vXgWxr7wFqNp/pb5mL9+dDKZgHxwHcvxy99F1g/7UVF0A2VXCnAj8zRGPPsaHGIpek95vMlBPVCfi4uvFOD87s2Ijk9g9JGmvgefi0+6tLlo4c8PJK6fPobwHn3QN3E+clO3MbpQnAuBROdg6MwnIOPogn/m+FMMLgwGA35e+6EAM7NavNokU4I++Nl7sFlM6DFmIhQKBfpPnQ2HVMpgzqR4S6iIPhNn4L6nlwuoBH0Vvvvo77DZbegzdS5UgcEw1FTglw9ex8CkuZA2si2TSCSIHBmHkpwMOCxmZH+7E4AgLBjYrhNK8nNQdvUiyq5ehFwm0EggAmIT5zEVYCoGebV9X19fqHx0AIDSi3k4vPp9JkrU1Gb48OfvozArA2r/QIRERCJt2waIZArEv/g2NBqNW2IY++LbDQYT5NDh+SfFwKS5DGZ/fk8Khi583m244m2Q+4bZqIdJX4PiKwWQ6QIYhA8AQxTAKbx225i+rLkkwbw7HQvAXWBy+PznWGFlsVjcqEKeQpgAENq1u3DsydHFJY5JU8+mHhD0HlW3bjDoZVDHLpDK5OgzLgHD5y9xDV0ad4Y5szuFDVuObVgFi0EPpY+ONf+UQB0OByorKzF09jOMYkSCr3SMvEWokFI30YWCu0Ri3BsfQx0UwpIrTYBJmPbwuo+RtnkNAEFUq9eUOZCqNYJ6skQKp0QGh8WEI+s/ctM1AeBWlACCHojRaMTJjZ/g3J7NsBj0Xt3zhCSiiT1N72nIYrPZoHHZhdE2g34GgGm/jFr8GmpLCu84ZPlvDdIluHjiMEryc7w6N4SyMpvNCO4WA7FYzPRrjuze7AbhhKs4oaFVj/GJkOkCoFarWfFE55O2v3zx43Q60WfiDMhkMtybOBcSlQp9Js6ASV8Du83ObPaId8sjOwjBxDfNVHjyUGW632lwQfcf/a6x4CGl1AyS287ApLnwCQlv4KjhaVvn+adneAoqqtVq/LRlLTL3pjQLRfV8Hfp+pG9AQ2Re/RyoLzZ54T5PMbamgnKITqfDwS//iSPrP2JK9vxg5NSmz5jgIOU2u8OOQXOfc0OgUMHemMMT/7koJ/CFHT8Eo00hHXuCa/N6IwDYJpK/nnkRVF1oOIY/+ZIbGojfSnrTTNhs7u4l+tIiXPh2J+5NnMtgu3zeI8QRUU/NZjOixwqw4uj4BIi1vlAr1LjviRfYM4OaERoa8Q0Zfw+Q2Lin6GFz55cQLdHxCYAI7LlJ9zO/XaZ8TDmcqFg2m+2Ohf1/a5xI/gKZqcIS59y+rXi0/+Bm/w3Vxt++/wZKL+VhxBPLcCMzHVEj4rBrxXOuxdMWDF+wBCeS16Btjz4Ij+4Na50RmTs2QalUYtTi1xjS+Ow3XwnIZYuZ1SZSX18Xt78IpZfy0GdcAnxDw5jjTfeHH8UPH7yO0vwshEf3RuykWQAAbavWGDD7WahUKgzsEgWRSISjn7/Lat3CXMERkKc1xy1bgaqqKkaV0uv1jPLWVP4pvJiHU5vXotcj0xDUrhOKLxewAS+fiz2HZ56IwqZyMp+L+01bALXOD1W3CpGxbT3EDhvar/jIq/NL9wIh4U6lrGUC91PfXcuWBkC9thSPgPU2F9OzjQbU369Z6ZaPiTJCjiN8bSySCy4s9Az1pJc0VxvTNUFikaQjMuzxRQ2W1HwuHpA4R3iOG/VM/H3owucxbvlKRlP6evFj0JeV4uvFj2H+pm9ZPibBV/oc3uYVur5uX7uMjJ2b0GXoKBSmH2XuiQOT5sJms+PUps8wcNo8FJaXYM/yJ9m1OnTh87h1KR+VN68KWhhHf8CQBcvYwPb2tcvIO7Adg6fPhw+3oFSr1QDAhO4tFgvunbPY63zMI4munjiMc/u2MuFOWqSqdX6Cphxn2sC7ov2yZZ3w3xrNnz4X/yk+FW1PAdRvzL0I//D2UOv8cGT9R9AFBLGm8Mjq9xAZNxnKDp3rLYC+XoNfkldDJpMxNV6pry8mvfkRe6iKRCKc2bS5gUMC3XhUiJpqa1CUfRbhUT3Rb7KQkAVNCicUai3MRj2zlmQJOeccxr3xEXShbdw2G7wg2vD5S5iVa1CnrgjpGoXqkiJcTT/uJi5ICAQaHhgry1F6MQ89xyW6NdueiaEpK9E7HV+ie1iMejj0VW7DFW83/p7IC7layyDEZOlGf0/po2MikYc/X8m2cACa3ZKTAjVZ3hKXXCwWI6RjBJLe/xJH1n6I2rISBHXsAp+gEHQb9jDKrl2CJiAQQR27wD+sLYI7d4NcrYGKg9Q19oAg6LWlqhx7XxMoSOHRvREWGYO0bRuQcygVcctWNBi28HQaQq3QMKO6pAhp2zfAVFuDR9/40G1D63A4oHLRjmijcvjz95k4ItD0YIe3USu5mOumtRLYIQJSnb+berPUNfyjAjRqjNAQ9p86m8HWFXIFrLVVKDh+WHjIqNQou5THdE0Kc84hPLIna0qUPjqMWvwaS9bNDcEqC6+h9KLgZa3QaBlUmc6DtbocJzZ+ApupDlKFEvfOXASZ1YRjnF0YD2c0Go0ouXIRuanb4LSYG1jt/l/U23tWlxQJ10gL8rHJZHIbHtlsNvQYn+gG4aT7niiBANzU0flczHNkgfqGm+CR9daqgRj94t8BgKGUCJHAN0z0P+LR0lCusVxMEH0aWpAOQGVlJUQiUaN6HFTU0d/P3JXMhLbilq1w20rdTUHAa1YAgmC0TC5j37slr0MIEILvezoG0eeTSCRMT4JHh9D5uFPQFslkMrHCqnt8AkPTkAjegIQ5MOtr4YQTUQ89gsvHDmJA4lw3Dj+JsXpeE565mKgvNISh4Qht+/l/wx8PT0tBKqB55w4q2IlSRFakPBqIL9Ibey96bc/rEhAGKme/+VpAc9psGDD7Wfa+dDwBMIvvsO690GfiTOhCw9Fu6Qro9XqGnuHtb09u/BRpm9eg4MRPeOiVlQhs24HpqBAViqdz3QkyzqNP6fwaDAaU37iKrL0pAkXPZZsslUoZuglwHwQBcGsmxVo/rxqw/7YYmDSXQdBbWhv7hoYh88AO3MhMZ7WxyPUiZqPeDW1JulwEvZdKBQvNwot5sJvr0G/SLKYZBdQ/M8tvXEZxfjayftiHoQufZ/obarUaj/79M5zfvRmDpy+AT0gYu+bp/NPwodvoSTDpayAWi9F1ZDxyDu5njoBU82m1Wm64dwtnv/kKsZNmQqns6jZ0oNrYWFOFjB2bYDbUQusXALO+Fuf2bGabZs9c3FJXDT4Xq9VtMGrxa9izQtClo/vEmxzvibzoMT6RUS9PpazF0IXPs79HtY9KpWK6ReRq1FwuJootfd+oEaNx6ZcjiBj6IMsXRqMRvR6ZDqfTiS73PYi8f+2BzWZDzwnTWB6mXMzXVXfKxwqFwo1yLJPJmEhzY5arfC5u3y0a7bu9Vb/oGzuF5Vh/f3+cSP4C+rJSyFRq6MtKGe2Ier7a2tpmczF9Vs98fHLTJ8hJ3Y7CsydRWpDLzsnltKMI6xbDaker1crqfqqNW7XvhAlvrkLm7s2IGZ/klo9PbFyFnNTtuHjiMB75+2q2zBaLxXDoq2Ax6tFv0iz0njgTQNPPdc9c7OdCgnz3/t+QsW09YuImIqx7L/RNnItrvxyFVCZD/6mzGzghUr1HFJPLaUeZO+WdjtkfHX+KwYVUKsVDT74IXUBQiyHcvBijzWbDj+tXMV2LgAXLWAKhG/LexLms+LFUlSNt63rW5Gg0GgyePh9isRj9p85GdXU1g0bJZDImaNKU/gbg7vZQWXgNcAJX0o+jKPss0jd/gUff+JCJ/yiVSnZT2WyCvSbBTx0WE0ryc1CSn4Py65fdGtMTHCwoduIMpnvQeeAwtO7UlfGHfVx2eb8maDBBbhbDF9y9zgKvccDzdvnGpHv8VEFN2CXqBABwCk1vdfFNwXqrEUhh1IjRTNiTriFqpKiZatW+ExuMAEDZlQKER/dG2ZUClF0pcPtZYVYGg1TmHDrAKBKN+XNn7NzEkte0DzYAcDJtjJYc57hlK7DztWcACIVF6rvL0WfSTMi0fm5bMoVvPTzfpK9xowpdTT9eD/EbP5W5yJj1eka/AYCQLlGwWsyouHYJcpWWJVdyLOAbBYvFAkX7Tgh98iVhk3y5AKmvPYXbl/Jw6eSPKMnPgdUonMPAdp2gC22D0ssXUJR9Fq0iIhE7cQYAYSPIKzRLFEID1NgQ7Gr6cTZNFxLwfEGhOWUt2t97Pwp+/hccFhOjCACALrAVAKG4uvTLEQx76mWcOfEj2+pLpVLk7N+KtM1rmEBqc04o/21B12Fl4TX4hoS16Brmt0dmsxk1NTWQ6QIwbsXHOL97M+OFikQi9HpkOmQyGQZPX8DysVKpZIUGFVg8WoaHbopcMNqm+N5AQ30HKvYop5vNZvj6+qKmpsYtF1PxS88FGkbw0GBem4WnRPBiYjETkgQFdNezhAY6vyboO1IT2G/aAjjEUvSaNKtF8FjalpOtJeU0z00aCVryegQ0SNXr9W6w6sZoNwDYkoAgtjabjTXhVqsVMt8A3Pf0cvbZWt3Tw42mwou1EUpEpVKx5xwvdkdDGABug4WWwl+pgK6qqkJNcSFOucTLrHVGZO5KRo9xiWxLxjvdkB6AsawExz9dB2udEQq1FkPnPMPQDrxYKwDWDIjFYsSMT4JYLMagafOhdPHCDQYD5HI5GzgNnCbck70nzoDMN4AJ39LQhM4J3Ve9H52Ba+knUJyXiZz9WzHm+TfdbHCJLkSipOQYRUH0sW6jJ0EdFAJjWQnOHNiOvlMeg1TjC5FIhJz9W5G+ZS0cDgfbehI1y2AwMLoWPe/5XOy0mCHXaNFjfCI0wcEtOk//6eEf3h4zVyUz1GZLghdj5LWswrr3gkgmZ3WDLigEtq5RDDVxInkNq6tMtTVI37HJVe/OZUjR1HeXw1RbwwYfMeOTGuRjP1fjyb4Ld02xpY/FAnVQCEYueQP+/v64fe0yCtxso531+dilHXdu19dI27wGNpuNXWsAmMAl1caDZv4FtZXlbpp59Nn/HUhLz1w8fP4SQCpH1NgpDe6h5oLXOJj67loc3fQZosclsNqYt5ZWq9uwoQ8Ngux2u9v23pPqQjmT8mDOoQMoyj6L3EOpaNerv2DpaTJB4R/EtCaGRfVmx5bXfOJzMT23+ec+XxvLXKLaRLcA4Db08CaoJiHUDdmed73/IVxOO4rYCUlI35WMqBFxbjRCPhef2bQd0Q+MYbXx0DnPMBcZHs0HAIbbxSi9kCUcd5sN/SbNQp/xCQyt5BMUIlzzo8ZDqvOFSqUShjs+fgyxJ/MVRMUpzxuNRpYDAaAkPwd7lj+JcW98BKcTOLNJQFvT0vbszk2IjJsMaZv2DZ7rt69dxk8bViF6rLAEOHNgOwYkzIHMNwB9Jz/GbIeLss/ixrl03Pf0q25DJhoUmvQ1TFew5/hEpo2UuSsZ985Z3Kw98h8Zf/jggmBGNpvd9RPvN0dAvRjj6V3J0LSLYCI7sa5CjqZ8NtcNKeM2NgSLMplMGLJgGWsKiRfPJ2JLVTmbhvE2nXfSXyCkwc7XnkHZlQLWjFJBTAUvb3/nF9YWDz77KmqKb7Ipa59xCZzlaP1WtP/U2XCqtCi/cRW5qdtwb6Kw1eILI4e+qkU0gkbDQzciNLJni7ex/Lk6uW0jHurUrYHCcG1tLWS6AAxd+Dwc+irhUnC9BzWjBMkilAFvN1qYlYGhjz8Fn5AwVtDabDZU3LyG9I3bMWTGAjfaCgmkntmV0kA0dd/fX3KjlQACRYKHwNJGr/sDY1CYmeYmWHq3A6M+46bi+rk0FOVmIjN1B4PyVRZew9lvvsaAxDkIj+gGsdaPUR6UWh3TzbiRlcGEdngkBlFhAtp3RofYQegzdQ6sVivO79mMHuMTYbPZIJFImGMBPajMZrPbRoC4ibcvCUiIkIhIdB08kr0/AIR174WHnn8LBT99j6ixU9CqXScGM6QHqNVqRa/Js1GSn43i3Ew3q2A4gYsnf4SxshzaoGCMX7EKRqMR37z8BIpzM9n0u9/kWeg3eRbMej0UWi0TSaJrYddfF8JYWQ6Tvgb3P/0qrFYrYifPEh7oroEPCdr+X7h7qNP11RJkAF/I0XBWKpUiOKIbE5yiIYDCPwhDFz7v5oLEw9YJgUcNJA3UCNpLwy8e+QA0nY/5IUZVVRUAMMQXjyxyOBxs+O1wODB04fOQyWSs+TWbzQ0KLx76TvQlqVQKZXAYBs17zm0bT3SCXwPBJCqD0+mEb2gbpulyJzEvz6DvTfasREXgt++0peNF6XhNCADs3/LnznPLRTQA2u4TjYO2hTT0oOKXXBKoCOTtCfkBBTXFPAXH6XRCLpczIU5+g9fSoGdoBkfHUfrocHzjJ7j8y1E89MpKtGrfiQ3Y+AFG+sZtSN+xqf6cueDWPH1JJBJBLpczZX65XA7f1m0waJ4gakuDE6CefqRQKKAKCGZ0G/6a4zewBoOBNRmaVqEY8/qHOLvzK/R6dIbb0EImk6Gm+CZOpaxj2gZOpxOVlZXCM7mkEDtfnI/SglxU3i7Bwy/8D/IObMexDatgMpswaK6wZY6dPAtyuRwx45Ma6FbwlFiiSXnmYt429/9CCMpl/aY8zvRdWhIkxqivKse+vz3Nhgzj3vhYsKHW+MBpNbPnds6hVADuTlxBHbsgtGt3NwtUQs7SMKD/1NmQupY6nki0phBmlI89m1GeKuG54XY4HOgxPhF2cx1iJ85A/8S5Da61xmpjlY8veo9+BGd2p2D3iqXMPp1o5L8mH/O6EdoQQcCeckBLgu7J6upqyFznTa1Wo7r4Jo5wTa1YLMaoxa8xVCIAphlF9xjlX95ulHImIGglkc15ZNxkVpvxiweiW9K5AepFUz1zMf2usdqYml9esPRu87FKpULZ9Ss4uTsZUWOmIPf7PSjMykBl4XUYK8txZneKa/D2BaNnCih6IV9d+uUIq40pHwMu97ziQmTt3Yw+E2cha28Kyi7lQaZSo+xKgeA+uWAJ05cru3YJZVcKBOrWGx/C74kXYDAY2LKP10ki7SB6XvZLWgCZTIZrZ06iKPssjn/xD5RcEhDQMXET0W/SLObySHRJcvqpLSlEWvJqXD+bxupvpULplot9QsIEVGtNBRRaH0SPS2A9LAA2KIRUjrQta4X7KGk+swzO3rsF0fEJXok1/5Hxhw4ueG/2s1vXMZeCFrklcIrLVqsVgW07IP7FtwG4c6NpG8HbeA2ZsRBOpxNRY6fAZrMxCBM/oaTtxU9ffID0HZsaOH54o79A2g03Mk+zZvS+J15w29BQA0+fVeYbiJFL3oCPjw8MBgNGRvdhCAISnaSpJn1n2mYDYNu/71e/55U+xJ2iz7ipKMw5h64j41FbW4uIYXEoyc9Gn3EJXr8Gb7lps9sYV4+OLw/tpQHSuFdXQq/Xo6roBhwOB4w11ZBr/WAoL8b9s5/BjfPpTFT0nvsfQub3exA7aRbjZpIiPon5SSQSxC1b0eD6aoxCw9u60tCIpuL8JNJqtSL7h/2uIcdLzVrQNRc5hw4wGgdBgaVSKYMQy2Qy6Bb91c1SEgC6DByGG1kZ6DXpMdzKTINcLkfPMVPwy45NEIlE6DMhEZnf70Z0fAICXNoZKgjDGPoeAuxRzbbipMpfUVHBmhq5XI6I+x7EtbSjCOkSiYcXvwb/8HYMXXQj8zSKss/ip4/fZoKuvAAjUA9zC2zbAUnvf9moVTAAqAOCkLhyPcIi7sH2V55CcW4mQrpGNarX4nnuSO0cAKx1xgawThr4/J9IZ31Q/iC3AoJktiQ8CzbaFPPICdq6e1IOlEolKioq4HQ6odfrYa68zbZMoR27sL9Dg1lqTPnwJh/zsGOiEFDTJxKJ2PD73kShCCYHBLPZzPIxv20i9ICnJTb9nH7Go8t+DfKCXEWsVqugw1FdjjM7NjXrFU/BDxZoOEn0DbKJpeKVtx+k70sCpDTooWGMxWJhGz+j0Qi73Y6Kigr2OYm+Q3BhHrXSWIHUlJUgj/AgxAht9Y1GIzu3RqPxVxVeNLgRiesHRd3jp7IBeubuZAxd+LybWB4gPL+7jZ6EqrJSOK0WaP38MWjafIhdzzan08kGRQDcBj68LgcA9nyk/EuIExKQpWbCYDBAp9MxQTfiiVNz4RMcxrjW9OygIUKmS4dGpVLhvidecCu0T6WsY05YEokEOp0OAxLmwGQ2CfpGrtcIDu6G9pySP3/c6bzTd/T19YXJZILFKtwfvHvX/4UQvHA2WXW2NB/zTn28ALdPSBgMBgMiXMKCZoMepRfzEDUiDr6hYQCAqJFx2PXGc+wZemZ3CnIOpaLflMcZKvbexLlMCN9oNDbIx97oL/AOZiaTiW2DrXVG2CxmN2t5i1GP42s+QOYBwWXMx0eLg/98E1EjRuOYi0rN3ttogEyqYLXxnjeeY0jb8OjeGJg0z2t9iDsF5WKHw4Ha2lpU3LyGrH0puH/WIqARK8vGgs/HtF2n2vj43i04tmEVazD7T50tHGNjDY5+tRo9xiVAGxzmNgzVaDRseEC28ae+XoOB0+bBbBaGq1KVFkMWLGPPe9Ka8by+GsufnrmYnneN1cb0J1ml/pqBvclkwpkdG5GxbT0AIHbSTObsBAi1JyEIAGEwBQB9pzwGk9mEDvcOw8XDqcKAddR4/PThGxCJgD4TEvGdS6TSVlcHY001VL4BqKuugNLXn1Gy+4yfiqLcTPgEhaDsSgGupB/H5qVz4HA4IFEoMWz+Esh9A1mupmEN5XWr1Qp1UAjuf/pV/PTPN1B2pQCll/Lc6t6ivEzm8DfssSfh5JCHp1LWIcM1DFcHBKH3w48iIFxwC4kaO4W9p8lkgiY42C0f8+euoqIC0fEJcDgc6JswG226RKLwYp6L1iVob9wNSvH3jD90cEHe7E6nExajwNttiegjL8Y4+PGnIHZt40jllUSEAHeurr+/P3x9fWFWKjFw7hJWCNAFwk8oTSYTbl3Kx/VzacKbegxSKVne6aFL2g3F+dlQBwShbf+hrOjjt1lUZNDNTXBoz20kALb9pmKTEgf9O7ppeCrN3QbBynIO7kebmL64kSZMLr1p1EkI8vq5NJTk5yCsey8Mmf00a175aTnZ8tE5osLRZKp3RwmNjMHti3koOH4YSh8d4CrwpDo/QWSIm3iSGB+J/NwNdQPgdChcUHXypnc4HFCpVBgyYyHbEJxI/uJX0XPITtUvrC0Uvv6oq6uDr+s7kBVZTfFNnNj4ibC9FImRtn0DQrpGoSQ/B6c2fIxO/QZj+PwlEGv9cP8zrwIQBlmD5kawrSQFbcD542+1WqFWq1myJetEQLjucg+moqQgB1KFAoSQInQRX3Cd35OCwfOXsvuLtxokGLeiVStMfXctDn76LhwWM0RiAcovksnRJ2EuAjt1RW1JIUryhEl5u5790KHPwDvqtfiHt2fTcaBeHwOoh3U2xq/8bw9+kw+ANYDeiloR/5ZExORyOazVFUhds9INAWEymWAymdi9zZwSXFQOp9MJw+1i7H/9GRRmZcBoNOKhJX9jyAsq0hrjf3qTj2kARwUjvQ59jpCOEYwWRbB2Oj6e+Zj+5JF5R9YKdMDeU+fAt3Ub1lxTAeONe8OdggbYgHBfH09ejfQdm7wS6LTZbGywy6NZaKCg1WrZOSB1d6C+CaHNHuURyh+kJUSNNn1Oz+POIzdaUhh56lBUVlYye0DSKSEBTRqUtnTr6RkajeCKYzebENq1O+55cFwD6hMdA5lMxqilJVcu4nTyaojFYox8djlUAcFsyUDnQCqVMqQKXX+NfV4aWvD8cArKy/Ra5NTDHyt/f383dwXSDdGXFuHUDgGOHBk3GSKRCIOnL2CQ9Oj4BOhCwzEgYTZEdmGL2idhrvD+ah8MmvtcA/eTpoI0DSj/m0wmOPRVbGAN/J/OkGecSP6CUTnMhlrUFBdC2aGz1/+e6D09xieix6hxDBEKOPE9Jz7vH94eviFhyEzdgYwD3yD+xbcRt2wFrqYfR+3tEgBAUMcubAtMCFDSXqBNM9Dw+qX7+073OSGwKJ+pg0IAmRyZOzah3+RZ6Dp4JKJGxGHfOwIClpCjENUPqXkhSUBAjBA648zuzYh+YAyupB8HAKh8/Rgy1mw2N2i2Wxo8HZnQqOkpa1GcdabZ2thmcxfmpXuTr43peRYdnyCgWlzUCxLRNhqNTIjXMxdTnN76JdOTIpQB1caetqbeRGOaQOTg5Fkb81o7LUEENhaWqnI4LCZEP/wILEY96upMGLfiY6Qnr2HXZ3iPPuifNJ/Rderq6mCs1cNUU4MLP+zFkMefQniXSHz/wevI3JsCACi7fIEtxYpzz6GkQKgbQyNj4BPaBgWHU+F0OpkrHu8WSBRzAFBofNjx5Y8/oYtIC4sEXcUiMcxGPYI7dwNEAmW6OD8b2qBgjH3hbQS164jb1y7j5MZP0fvRGRiQMBvW2ipcPvUzjBVluPDTtxi1+DWG8pHL5VAoFM1aWsvlcuhCBXQQPS/Sk9cgbfsGJsb+Z9W2oPhDBxfEwes9cQaOrv0n+7k3HDS+QeqfNB8ijY5Bf8kBweFw4OHnXmfTQYvFgvIbV3H083cxZMZC2BVqVjRIJBJG2eA51wCQtS8Fty/mQRsU3ABl4G0DNDBpLvKPHURJfg4u/LAXYdGxkEgkqL51A+f3pDAePi9ARi4mVbduIH1XMjoMGo7j/9oDALjnwXGMv19nrEPWvhREjxWKDafTyZp/utl+DRpgYNJcGGuqYLOYYK2uwLDHF3ndqJNgJiAgCMavWAWfkDDGfyPBO9rY8aKQlqpynNr0GUy1NQ3cUUz6GreHlrGmChKFCgMS5kCq82ecXa1WC6ePjyuRtIyG5Bn0YKZGnwpHuV8gHl66AvvffgG3rxRg52vPYPj8JexYt8TONefQARTnZ0MilyPvx28hVanR8YW34dctGuEuK7Ijn/0v03YguCaJKVZev4z065dRfCELU99dC5WLx0fK7zTAowSmUqlQXV2NipvX8PPWdbBbTJAolBi5cBn8w9uxJkcsFrPNav+ps3ErK73R8+8p6Hrz/GnkHkzFgMQ58GvdljUzDoeDQdHkfoG47+nljAZADzqxWIy6ilKkLJ6FkvwchHSNcongNh/D5y+BWa9niufUpBJfndTFfy1U9D8l+ELXJziMoS5Inbu540NFAtGMbDbBFeSISxjQ4XBg7AtvudGFCKI+IHEOdCHhrLETi8U4vydZ2LZF9ULUyDE48tn/IvqBMcj6YT+6PvwotK1aN/o5vM3H1uoKHHfxRElMsCT3LL5//2+4/8mXEBjR3c12l8/HPK2CnhGEQCBkHgBIlCoMWbDMbUADcMOzFqJZKJRKJUNJ6HS6+iLJiz6d0C4UPD2M6HoikQimyts4vukzRI9NYAKe1GgDDYcQvLgnNckEkyW0BS0VDq52XyrcTVAu5ht//vjY7XbI5fJGxVS9zcdSqRTZe7cg69tvAAAFP3+PYT1iGbqAL0QJJq1Wq5GzfyuyU7cBAMou5eGhl1cioE17VsibTCZm5cwj2SgXU66qqqpi1ro6nY7VKDSUkclkDHkBND7Io+NeU1PDcr9MJsP5PSn4JXk17HY7Bs17DoPnL4W/vz9S312OYxtW4Wr6cUx9dy38wtrhgedWoK6uDiKRCBaLhSE9ePj3nYK26oTiUSqVSP1olZs20+1rl5mLyn97Lgbq9cAC23VC5p4USBQqPPDMcq/U/vna+NKJH+GEEyX5OTizOwXXM4UFkqm2BuNeXQmDwcDq8Lb9h2Lv319C79ET8PXix2CsLIdMpUZQ+87I+/FbhHSNQsyo8Ti17h8CugtgOdQvrC1DDFN4S9PSaDS4fe0yzuzYiM5DRsJUU4PIB+JhNghLzDO7UxhiZPTSFcj8fg+GznwCEomYOSlcOX5IcJSCUJfFjE9C5u5kHNuwCuf2b4O+rBQAUFddhYwD36BNz35sSfNr0ACeroMtqY1pMUfHSi6XM50Iqo0NcjX6TJqJ01u/ZBoz/DnrMS6xgbWwZy4m6H/3B8bi1Lp/oNcj0+EX1hZarRa1JYU4/mup5BDyMdEtouMToQsNBwD23NPr9Syn3U0uBoC0retxbvdmNjSQqtSIf+FttjA7kfwFG/DQZ9JoNEjfuI3lY4fDgYdf+B/0m/I4TLU1gAjoMmg4flr7oXCvpe5AaNfuaNuzL+6b86zweYNC0HPiTNRV3kbYL0eYW+B3H/0dxtpqSCRiKDQ+GDRtPmSuZ3NjgxpPQVeH04HMVAE9pPTRITN1BxMaJQpz2tb1SNu8BkXnT2PsC2+h8uZVRqG+5/6H3ZYQhIxsLrRaLaOCq1QqNzT8jczTDBDwqyUGfsP4Q58Qcr9ARMZNRsaOTeg5djLUvn6wGPQ4sv4jdlGRICTfBPIbfLKtpJMnEokQNUagfkSPS0BlZSXTgBgyYyHzsQXqp48A14S6ClCCrgFA9NgEFJ5LQ3Fu5q/ixJOis0QsYT8jr2Kr1Yphi/7KJpTlN67i4LZ1cFotzAXi2pkTbLJcfCFLgBHqaxgawWowQKH1QY9xidC0CkVtbS26x0/FhaM/MLhTi2g4rvAPbw+xSIxzuzdDKpXiwaVvYuq7a3Fk7YfMVsfz4qbzZDboERM3ETKVGr2nzIHRaET6qv8RRCdVaqR++ndEj02APaytGwJFo9Hg4MpXkbZ9A2LiJrqJoXboM9DNUjTnkDDI+CV5Na5nnMRDL69E685dWdLw1k61seATq09IOLs2aDpOKJ3z3+9htkMAcP1cGrMEbcn7U8Fy/+xncPH0cUSOmcwafKlUypSHY+ImCtw7l94KOXAU52dD7R8o2KU+Mx3tevbD0NnPwOry6qbBGK/C/ctXq6GvrMC5PfVCl3KZHEofHfpNeRwav0C2gbVarfAPb4eHXl6Js1vXNXr+eUHXa2d/QWlBLtRqNR5+7vUGfHSy4KNjWV5eDgBMRPHU12sYcqJdz36NUkOaClI8zzmUCv+IKNhsNmTtS0F6yloAwDCOcvNnnzD/1kEbnKvpxzHpndWQqHVMxJKsHj397HlNDB7lRLnUbrezXNxh4HCkvrscUWOmQO4XCJVKhfN7UpCxbT3UajWGLFjGPovD4UDUmKkwmcy4N3EusvamsM9WmJUBq9XKLNzuJioLr7Ftr0QsweD5S2Gz2bD3rRdQdikP37y4ALPW7YHWJRRIxQE1kgAYPYAXtLRarbCYhcY+pEsU+kycCaVSyZAaVbdu4Mz2jU2KbnkbZAtIaIjYxHlsmNpYLubPE68BwQuWEiKEhhqnvl6D9JS1kIgliHjxbfY5+SEE/czTUpQGj+QsQVtNqVT6q3Ixz5nXarUNcjFtKYlnzIupkm2nVqttkb22SV+DmNETIZLLETlmsps7CQCm20EDCY1Gg+GznwRsFtw4dxrFuZnI2pfCtCBoQ026FJ6oBV9fX1RWVsJut7N8yzdXAQEBbiK1pINBA43Grim6Rnmh1R7jEyEWi9F9rODYRVQovl7Y+GQSxrz+EYI7dGbHlIYW/ODZ23PHo1iJjuUwm4TFhlTORAH/23MxALZwslssiH74EZiqyvD9/76EXlPmIKRjBENFkaUyIBzjwot5zJ6RrBABYWkEEdiz1GzUY+/fX0LbfkNxI+0IhsxYiKMuzbfCzDToy0ohVShhrTOi7NolAMLz98JP3+KX5NXsvNOzdNDc5+6aE19bUogDKxajKPssSrIzUJRzFsFdIhlFKbRrd/SbNAv3zX0WTpXgSOeQSiGWStH/8Wdgs9kQEtmT3ev3zlnMGnbSNQjpEoWADp0hU2kQOWYyg8bf8/BEVivfzSCZECNmsxl6vR5SrR+mvrsWp1LWIjo+odH7kZAWDoeD5WS634myp1armaPV8U2fseNMDlwOhwMDZj/LqO9N2TubTCao1WoMmP0sjn+xEukpa5mzCvDramPPfJybug3pW9ZBIpHividecNPRoeeKxWK5q1wM3Lk29g9vzxzrSO+HBiRDZizA5ZM/CQtBV50pVWkxYsnrsFZXsFqAd9XxD28nnDudP9OQOrNjI4qyz+LM7hQofXQY+cQyyLnaWMkhx3mtKP7888hfhqAXCcthWsLyQvsmfQ2COkagMCsDGxYlwVRTBbV/IPRlpcj8fjfrYYmS622QdILJZMKJ5C8Y0qM4PxtfL37MzTnlz4iG+0MHF0qlEll7U5C+Za3g+DFnMWqKC6HQ+sBhNuH09o0AgOuZaQiJiIRC7bIY5bhqCe+tg12hZgWVVqtFq/adMGzRXyGVSmEymdyalSEzFkKhUKD/1NmQcVxk0lbw5GtJJBK07twVSe9/ibSt6++Kh8krOodGxuC+eYtZ0RkzPgmA4H1efesmfty5CW37DcXRz/8XJXnn2WsQ2uDMrhSXRWgCa9gJjQC7FWmb1+Da6aN49J01UKvbQKYLQOuoXigtyGXioC2dolUWXmNQO2NNlZCs/AKh9NHhyPqPoNTqmBOBoAsx2k3Ust+kWRDJFagsusG+l+eDL27pCtYMsI2Ca4Oo0GibtRStLLwmuJ3kZiI9ZQ0mcT7a3sDHmwpKrA6HA0MWLGPKwMR1p+n4kBkL4bSaGV+0OD8bJfk5KMrNxFgX18yb96eC5dq5NAx3wdV5GB9v+eqJdCD1cR5aWZKfgxtZGWzrR8eX6FSm2hpByXjyLPSbNMvNypcGiEofHbre/xDOf78HQ2YshC40HIFtO0Dj54/jGz9xG9Kw68p17kI6R6JDv6G4N3EuaksKcYqUsUPbuPHRPUOhUEAikaDHqHG4fvoYgiO6eY224DdOoZExiJ00i23575+1CBKxBJFjJrOJ/J+Zy/d7xcCkubj0yxEUZmXg6MbPMGiecKx5Bw8SUKRtPzVKdA75DTAVDrKOEXjgmeX46ZO/45fk1QxqbLVaMSBhDsRiMQYmzXNrRGUyGdreE4VWS/4GjUYDlWu7FDNqHC789B3L3Xdz3vhrQxsUjN6jH4Gvry9uXMiB03Ud1lVV4PzuzQh/7nU2tACEpp2s/ohKxSu419TUoE/CXKh0voidNAtSnT8rXFQqFc5s2ixsuV2iW96iWTyjpvgmjqz9J6RSKQY+tggyXQAkChV+SV7NcjHQEIrsOTSk5odXf6fN35AZCyGTydjzCahHOTRWJDVFT/BEpvyaXEx0FSpMm8rFvG0rL0RJzXO/KY979Rn4XDvy6VeY+wz/echikIfo+oe3x6Ov128B+0+d7cZVBuBG86RzRd/NE4XBQ601Gg0kEgmzpOZFL4kGRE0BnSNCMxLvXSQSIbBjF4S7Cn26PgRhwAAE39MDpQW5KLuUh8zdyXjgmeVsU8jTWry5/3hUCml0AEBIxwhEvPi2YLcpliB20qz/y8VcRI0YjfRdySjOz2aICQBQaHUI/suLbOBOx5Wuo1Ob1zKHs7Evvo2fN3yC0osXMPypVxDeuQtDIQJgi57i3EwXleQtKBQKphtWXVKEzNQdCIuMQeSwhzEwaR7TDus/dTYkEmFw/O/IxzRo6fvoNKSLRVBofFCKXIhlMkYBcKq0bgNyni6n0+ncxHypYX/o5ZXITd2G3hNnQO4byBBmx1a/h2MbVrEhOImDthTxU1l4Dd999D+w2my4d8ZfoGkVCo1fIHNQ4h2aaHjMi1qqVCo3DTBCKhJFTCwWY8iMhRDbbLAY9XDoqyD19WXnWywWN2vvTLk/emwC4BTOF8W/Mx/3fnQGcwoTS6Vu+biuro5t+e8mFwP1tXHB8cOQa7RuLin0eSgf88eEr409c/HxDauYtXTfxPkIi7gHABjtj573MpkMAxJmQ61Ww2LUs55g6MLn2SKAng0Wi8VNb8kzH9O5ix79KMovX2Ao/rDIGIR1iwFEwtKPlvNKnR8AwFRTBQCIGDgMviFhiJ00CyIX/c9btAXl4/IbV5G1LwW9Hn6EuTH2mVBvSsAPcf6M8YcOLoqvFMBUW4OouEmIGZ8EhUKB4A6dEfrkS6i4eQ11dXUouZDJbEEBMCcBAGzbXFFRgcrC6zixbwv6TnkMupBw1gQrFArETpwFOIXhgNwv0K3h47mxdGHRpsZkMsHX11fYguirXP/Ce7oBoQ6unD6GsisXofDxhU9oG5RcuYSCI9+j96MzGNcIAE6t+wd7mJTknUdo1+4Ijujmtlnnuf3UsJOw1eHVKwEApQW5yN67BSOffkVAcsxfAl1AkBu9oiW0kRPJXzAuV8XVS7DWVEATHMwcOmg6SMMKmhy2iuiGdj37ASK4fS8SR6JjGTUiDj+u+h/mtkKibX3GCWI43oiA8roGpNUgkUh+lWMNbdz6TZqFmPFJKL5cgMzdyRiQOAcw+jBofXBEN0hbtcK45StRW1uLmuKbSEtejcLzZ1CYlYEzu7cwO9cTyWsaDI4qC6/h8OfvuwZSwgYsOj6BJWFASKSWqvIGlq+ex4Cu7WkffIlv338DF0/+yLZ+I558GUajEdXFN7H31acYX68xa1+6rjwpOQqFAoPnL4XVakXMhCSGAirJz8GNc6fRNqYvhi9YguHzl0Cp1THonkSlwo+r/odp2gxd+DzTQ2hscEHNwLGfvmPUGTp+ZNVGx5GOH+njEEIp5J4eeOiVlRBpdOxY+oe3w/1/eZGJOxrLivH96vf+tJC43yt8QsIxevkHOLNjI6LHJUAikQgOBi7hP0LAAI0XjZ4iXQ6HA3q9HjKZDE6nE5Fxk+FwONBn4ky2HVfp/N2Hby5dG357BAjIvAGzn4VGo0Hn/kPYZ2gJzYdyMSGANIGtoC8rRfr+HRjatjPO7NiI8msXEdixK0IjezIrOvqeEomEDXE8nUxYw+rvL4jXusShqWGz2QTF9ugHxuBq+nH0fvhRtsG+m+HF+T0pDPoqlQkIOH4gT/QIGkoAYKgEfhNE+gwajcZN9NJkMsE/vF2D4pvcgDwh4Z5BkFj6/gAYXUYdFHpXDgk8xYgERIF69xmigup0OjZE4Jt6GqhZrVaodP4YOHcJ01zgjz2PQuGLakIt8M8VgnM3xZHn87HNZsOV7Exk7NyEXo9Oh7p9Z3ZcqPmkItnT3pe/LwwGQwMNERKFFYlE7HrjB1M+Pj5uFoGkI2W4XYwj6z6ETCrFwMeehNIl8hebIDxbRCIRYiYksUEK7y5Fdohkwei5+a+trXXT8KDrjj4znX+f4DAMW/RX+Pr6suP6f3QRwYHNWCmgD+1WK2JGTwREgNNqRuH508g9dACdBo/E5WMHBSeX0HBhs+7S8xo8fQH8w9vh9DfJKL+Sj+/+/iI69h0MhUbLUBgxoyfCajKgprjQ5bB1oH4Z5EK1kiU21QbV1dUYMPtZyFzNIS2sjrXwGeqZj9UBQdCXleL0zq9RlHMWIV2iAAAOblBB9FG6HmlgQ9cej/ag+791566IePFt6PV6JhgsFotZLo4ZNd5NONlisbQoH59I/gLn9ghaCVVXL2Lcmx8zS19y6Lh97TKObvoMkXGTEdi2g9A07k1B38mPQa1u6/a9CBFLoVQqYVKpINdocWzDKjaY9jYXA+66BoPmPQeZi95iMBj+rflY7heIwfOXwsfHh1ll07mRSCQsr3rm4sHzlzLRbc97v7F8zLsQhS9+jTkIelq+8uGZi2/m5+L0ti/Rqmt3hEbGYPhTr0CqE4azdK155mJ/f3+0j+zBauPo+AQ39yY3i2/Xs4HXTZTJZPDx8WE6UmdO/uTqD1KYRkfM6IlQaLVsiViSnwNTTRWUPn4w1VZB7ReIgYlz0SF2IMvFpHHoKZhKw2x+4GyzCS6L+199EmWXL+DmmRMoyc/B0Mefgm9IGALbdYLNYnazRv4z1sZ/6NPh/O7NyE7dhtipc2Cz2fDzp+8g4r4HkXswFb0fnYERS16H4XYxTm76BHazCVo/f84adC6D81itVmTuTkbGtvWw2+0MbUGQKYV/EAbNe47Bp3hkwJndW1jDmHPoAKJGjMbpXZths9ow8ollTKWd1Gq9cT2h16dtNoW5thoFh1NhKClCUc5ZFGacRHC3HohNmCfczOY6Nvm6k2sCH/wNOXz+EuF9DHqY9DXIP/Uz0xegB0xRbqYLdpTYcEveRJBgpM1qQUlBDrL3bkH7ZSuY6OiR9R+hMOccirLPIqx7L4xeugIZ336D6PgEqFQqpG9e0+T34u21Lv1yBPGvf8SU0WnC6i09h9xPesVPZUUeb3t7NwMb2riFRdyDvX9/CRnb1kPssDGqjsWgR7aPDgOT5kKs9RO2l76BeHDpm8yKtq6m2s3ONX1XMiIGDsPDiwXhTNoAA2APJr4x478HfR5vKBPlNy7DWFmO0G4xiI4Xhj8ajQZHNq1inFHe2pcPuq54Ss6Z3Skw6WtgqSqHxi8QmuBgpmdx/Vwao8oofYTvwH8Pp9OJtv2G4urp42gdOwjFlwuQvW8L+kycCYV/EAC48bWpQSAVf96aloYoRCejyTQfoZExeOiVldCFhLs90Kqrq9lQU6/X42eX9SUhS/6MSfr3CKGICcHQhc8LDUZFKY5t/gIWqwW9Js+GLjScFVeG28U4v2cz+kycCZlGg4Nf/lPY3LiOL21gaMAhEomgCw3H0IXPs2ayprgQJ/dvFWD1gJt7CD2AaYNGPH++QSRNDW+U9nmUBQAEduyKkUteR8HP36N7/FTYbDbBh10iQcz4JGhahbJCiDbUfGPWVHhyuv39/aHX69mmKePALhRmZQiiWn0GsMa+srISMNa6EH3NX3/RD4xBxp4UGCvL6zduriaCihlAKHrVajV7f0IWki6Gp32hQqFws6bV6XSs+CZYqbc2aUQnqa6uZg2Gp6hpSxoEfpvGW7vR8SMKBK8nQighAGwLRyJydB2aTCbodDq2MeO3oRpuyUF/n8/HfMHa3PGoLSnEt28uQVH2WUilUtw7ZzFz0WqMwud5LOm64q13LVXlOJWyFj3GJzJaExX5vBgoXSO0+SVk08mNnyAndTsAoODIvzB15TqIVD7I2rsZsQnz4Nu6DXNAoWPA0034Y0Xv43kM6edyuZwNm2hRxOfimpoaBrl3OBwMRfNfO8RwIRbV/oHMkjGwbSc3+iXRKm6dT8f4N1dBZjUhe+8WDJ4+n9FHr505CQAou3oRZVcvIrRrd0GE0LUMoJyo9g9E1Ig4NwtWY52RQcqpOawquo707RsxdOYTrDY+9tVqHNuwiukY3Skaq40DO3bFsGdexeVjB9H1vlE4f2AHzDVVqCktQl11FUK6RGHgzEVuGjHeXBf8fUMbaXLlOf+vfSjMykDu4VSM7T+Y3RflN67i4MpXIVfIvaqN+015HDUVZSjOOYeinLOsNgbqLUJ//vRdnNuzGWZ9Lca9uhI/7RNQ5kqlEkMWLGvye/FW4d1GT4LT6WT0k5bkYqDe/YTX8Pt35mNCbZGVstVqhbWmAie+2OJWGwP1udhgMKCq6DpOpaxDn4kzUXXrJn7++C20vqc7Hl78KnxCwt2G35SP+WWt5/fw5rqoLSlk9sBBnbuh7FIe8v61Gw/27Ofm8ui5oKCg2phH0RRfKcCRTaswIGGOUBu7nlG1tbUou34FGTs3IWZ8EsQuCruvry8GT58PsVgsoOZdw8S8I9/Doq9FcJdI3DvrSVw8/iOMVeXoeO99KL92GaX5Wcg5lArf0DAc+2o10z2hnEvHgT0jGkE0Z+1LQdnlCwCEoSgtQr99/3VkHtgBQOh9ym9cZnX2n602/kOfCDT1jOg7GN+99RyKczOZvY1UKsXwJ19CYLfu8Hvhf9jFdHLtBzi+8RPY7XampktiPLQhsNlsDN5D/DEqwIqvFLBtM69GTA09/zO5XF4/pHA9SBqjW/A6CEB9I9pv8iyEdu2O4vxsBHXsgrDIGCg0WvQZl8Cg/KUXcyERSyCVSZndanOuCU0FQVRpEEDDhMKzJ9G+V38Mn78E0z74kn0+ojI018yTYGS/ybMYZBAQCpmoMVNgNpsRMfQB5B46gP4Js6EJCsWguc/BWFbC+JZDH3+qye9FwqVF2WdxcuMnuO/p5RCJRG6Ijsa42419zqLss/jx47cQ3rkLfEIEgaAhMxbi2umjXut88IMtQIDWGQwGps5trTOyxh+iet9zEsMkITKfkHDELVuBa3lZsIsliBo5Brtf+YvAT0vdAYVai6I84bpT+fpBE9AKbXvECloA3FBt6OxnoPELZO/vjUMMqZKHR/dG/OsfQeYbAACounWDoTaGL2h8aMEHPxjLOZQq8BGdYInMJyQcwxf/DWXXr+DUpk8hlUkbRYPI5XJcPfkjSvOzcPnoQQBgg0ay6SObYnq41tbWQqYLQPzrHyFrbwo6DByOqycOI/rBsUyglYRfQ7t2R6tO98BqszKEktwvkInJ0evS/68pLkTm7mR0GjRCmEbbLL/aNvj/5yAh3IHT5sFiNmPPq08xmzGZSoOhC59ndI4zm3YgbfMapmFA+fjeOYvZQ5LEcYlbT41Z0cULOLfraxhrqpCTup3BLH9JXg2j0YjhT77k9gAG6p0V+CKNd0DhNzWeSAybzYYf1wuDOrV/IIyV5WgTE4uoISPQMXYga+p9QsIwcO4SSKVSGMtKcGqn4LjAa+W0NKRSKfz8/FjxGRk3GXa7nekK8KiElgxXcw4dgLGynA0eKSoLr+HgZ+/BbDYjNmEe1J26QKvVorKykp0XKnb9mrDq42kFNTU1wvFwDZAas4O+U/BaHLRl4htbb9Em/HaP7HS1Wi0qC68zccDQTl0abE75wQttnMjBgHKBw+FgIpnkmAIIzTVRMQhVoFar3US7SbTVm+NxIvkLBuGPnTSLfS+tVsuEX71pQGjzBwCpa1YyuHu4C+XT2N+nItpzGC6R1mttGSvLceDd5WgdHSsM58USNmjUarVulA++tiK3KM/BlEQiQXXxTWTu+hpDZj4BbVAQzGYz7HY70wXxzMWEHKBz+O+wDv7/NQhtGjshCYc+e5fpXQCAw2YTFkHj6+vIfX97GoFtOyHzwA4Ya6rw4NI3ceyr1Qwp6xveDlaDgdVx7WL6wWzUw1hVyQT/sn7Yx3IxCQyS/tqA2c/CYrHg57UfCsMuq4XVUT3GJ8JoNCJ6XEKDrTl/zQHAj65FAV8bh/fog059B6Fzv8FQq9W4cuIwG6iFde+F+Dfq65fmXBOaisZycV1dnWBb7BKM9Pf3x9HP32VaX97UxnK/QNz31HJYayqQvXcLq30oF9tsNtgtwiae8kX02ASIRWJExk1ulGrGh0ajEdyCgkIwYPazbseTHyo3l0PJ/YSem7wFeXV1NdOyam4JwDfr9O8NBgMchmqc+noN+kycAZlvIGQyGc7s3oxjG1Y1WhsDwn195LMUZsV8Oe0obl/Kw+1LefBpFcoopSKRyM25SR0UyhBzd5uLqTYObNcJZZfyIIIIVbduIHNXMmImJAko6hYMxrJdtrUAmOMOANSUFOLbFUtQlCP0tBF//Z8Gr9Nl4DBk/7APxspyWPSCu2ZpQS5ObvwUxqpyhHXvhaELlsFmtSLvwHYMTJqHY199jmMbVsHpdCJmQhLSXZ87sGMXJtDKC78abhfj5MZPABHQ79HpENtsuJJ+HGVXCtAxdhD8w9sxChkAZB/cB7vFjJCuUazHAf48tfEfMrigiz/rh/0ozMrAT+v+wawu45a9hczvdzMhLIVC4VbgUcKJGjMFty7lIzd1GyKGPIALP32HHuMERXy64BwOB25fu8yUbgPatMeZ3ZvZRduYZkTUiDjsXrEUxfnZTGHVP7w9g743RrcgHQRTbQ1rREO6ClC38cvfdcHa3dET0z74EuvmT0LZlQI4bRZYbcJDqSV2sE0FDVB4rYPSglw4HA48uPRNTHpnNX78/H0U555jzTw1ogDcaAtn9myB2aBH7MQZjXLACMatVqvRrtcAttmTSqXIO7CdFWvN2cUSzcNt8+TryxAd3jxEeIEbUnSmbSS9Pn9O+WhKn4PfYp7/fk8j/C8nG3odWfshlD66BpSX0I5dMPzJl6DT6TDupXewa8VShHbtzuBh2qBg6MtKUVddhZ/WfdjoUG3aB18i/6fvmnWIIQhmXW0NYuITcO+sRfAJCWPF5c9f/AM5qdvRb9KsFgld0vEF4HYPxL/xEWS6AGhaheKhF95mtAGz2cwaTuLQR8cLFIQe4xLZwzZ20qwG8G96+FDj6hfWlsHW2/bsJ2jRtI2A3UXfcjgc6D9tIXOrAQCla6pfVVXFGi96T6fTiay9m5kf+KjFr6HqkjDE+zW2wf+/hs1mY8JsMpkM+soKFGWfRVDHLujYdxD6TnmcbaRoU2C1WhE5ZjKkEinLx1Rk0LCYtvpERzAYDDixcRVyUrcj8sF4DJ61CDHjk9h5j500q0l9AtrmUvC2nTzEl294NBoNKisrhYGBw47eDz+CCz99h4FJ89wKRdoo0nbizI6NSNu8Bk6ns9FCo6VBRaa0TXumHUIoCxJx6zNxBm6e+0UQ1V38GKZ98CVzvaGNzvndmzEgYQ4bFg+d+QRDHRoMBhz7ajVzNFHr/BDx4tsMYUDHyhOK7BmeNA8+HxOF0lsVft4msSkNjKaGF41xwknYkc5v2tb1DQREeUQBb6tNkFqeUgIIzzEamPKbKXqOAWDXJ12LhPKhgr+p48F/h6gxU2AymdB74kz4hIQxNBJZuRqNxhY3ZAOT5sJsNiNyzGSGOqH8RzBnaiz440goj/7TF8Jut6OqpAjGshLEv/g/kPj4Qq1WI2Z8Esu/ZrOZnXsaQrFNZ1U5MnZuwsBp86AJCGYNhEQiwdmdX7nEdzWIW7YCCoUCRqPRbXgEAPnf7WC5eMiCZagtKWROawS7/28JHpFQmJWB6uJC6MtKoQ0KxoiFy1h9EDnsYXSIHei2iKLBBl133UZPQl1tNdvAZu/fxupScjRQ+wUCEAb/fC4eOvMJGIwGqNVq3Js4FzLXtUTULIu13sIzPKIbHlryt0bpFrwOgs1mYxbCfSc/hqGzn2G6cf4BAewYDHt8EWpLb6H0sqDNoQsJZ83Yrw3KfYGBUfB1DcmNRiOqim4gZ/9WRPQdiOunj8FmtTSojX1CwhmiSaVSMcSfQqGAOrQNRi1+DbUlhUh9dzlMtTUsFxMdt92A+3H447fRZ+JMjHjqZWY33Vw+JtcnosPQYIgQHVartdl8zA+kifpH+Zi3Bm9sCNKUPgePCDn19RpWP5CA6ODp85mgdlO1MS2vezwYj8gRcdizYilCukQiMm6yG4WGqBCeSw367t48m6g2rr1dgpAuUeibMA83M06g36RZ6Js0Hyc3f4GMbeshEonQvhnkkGfwtrV0D0ilUkFzJkfoge6b9ReWM9O2rmeoo/Do3gIyumt32KwWlF0pQEiXKDyw5G+4euIwYsYnQarzhwIQlvX6KuirKhAVNwk9J0xD1t4UHN/4iaB95OpfHl66AkFdo2G32yGRSPDLvi3M/tU3sBUefeND7HztGWGwKRKOTXBEN9isZhgqylBXXQVAEOSlIeqfqTb+QwYXhRfzcGrzWkSOjIPVakXb/vfh6snDiI5PQFCnrojvM4DxcuhG8vf3R+HFPOSmbkPkyDic2fIFrp87jbJLebh2+ihK8nNgLC+FtlUoYifNhM0lxEMUEolEiiEzFsJi1Lttmz01IwBg5qpkbFiUiOL8bLahJ9XawoJc3DifwZIaAOjLSgS/baOeDS1EECFt2wY3sTQ+/MPbIywyhk3ESRCR/vw14al1sHFREorzs3Hl9DHsXbEU/acvwH1P10+JicpAYkAE4aOGHAD6J82HVOePiooKAEIyI/FSoN6NhaKuvKTBsb5TDJ+/RJCgEIEJEAGNDyPuFCRw03/qbLfp//D5S9j3ofPGU4QoidB70bCFtn2WqnJG5fGkV0z74Euh2HA19Jd+OYJxK+q5jiaTSbDhTd0Gp8UMY2U5zIZaYdtAA7TdQlLpM16g00SNjMOZXQL3jZqZsS+81eix4Icue//+EtuU9578OBR+gQyCSNaOAJoc4NwpePoIHcs9y59E/OsfMXstT+geX0DLO3dFx2WCtR7fFPKTcoJyEteQLABVKhXb0lVVVQkJWa3DyCVvsOGIxWKBWCyGSCRCXUUpDr7/Kupqa2C326DW+aHftAXMcnjIzCcgdonCqVQqHHbB+HMOpaJNz37/NTBl2qSSyn/M+CT8/MU/AAAd+w7Co69/CLPZ7CZM6B/eHvGuptjhcOD+v7zIbEJtNhtqiguRnrIGcrkcvafMYRZu5TeuotQlOKz1C8DDz70OvV4PH6fTzbmCGjjiKZOY1Ikv3sewxxexa5Zg7ARdr6ioYDoO1LBZrVaB2zv3OTeNDD6IL202myEWi9H70Rmw2WzoO/mxf8v5p+cX8U3p3jj+5Sqkb1kLk9mEQXOfw7gVHzM04NeLH2NDQYvFglOb17ptPyPjJuPIxk8FW0KXY1B0fAL0lRVwOp3oM3EmAHdBTYfD4ZWFJdE8ampq3JAAjRW/dwriYcvlcrdc7DkcqaysdBPXayyPUIFPGioymQzd46fC4XBg8PQF7Ds19dr0+emaoAZaJpOxwSoJfBO1hRoK2hI6nU5U3LzmZqfseTz4Ip+sTc1mM+R+gcw1g4QDFQoFe2beTVNG9yF9V6fTyUSNCebMU3/oONJw0GI1QesXgIGzFiHctWG02WzwW/g8u3/o+Uc6HBKJBHq9XqB+lJVg39+eRkneeTgcDjzwzHK2qXc4HOj16HQ2nKYBESGx6DOrVCr0fGQ6RCIxeoxPhLW6nKG9xGIx2nvQJv/T8zHRLmInzmC2j7TYuHE+nVEzeRTqtA++xLGvVjNb0OhxiRCJRFAHhaD3lDk4s2MjwqJ6o/JqAYLad0batg2IfDAeav8gGCvLmMi9VOfvlouDALTv5t7APfTki4Cz3sGkfbdoSKWC2xmP9jKWlyA9eQ1M+lqI5QoMnPUXyHwDEdCmPYYsWAabzQa5RtNkbaz29UP55Xzk/Ws32sT0BYC7dpHiw3OASuLLp7etR/qWddAEtoKh/DZDF1eXFDGK+Mjn3nATRaV7VyaT4fa1yzi7dR1K8jIFrYK4iQjq2AUA0GXgcNw4n468f+1Gxo5NUKlUTOPLGwoi2QlTTmpMdNebfExIJ089CV4Yu7ZW2PjzIqd8fcXnYsoNCoVCQFq4hDnZ8XVdm3xtbDabMWzRX1luJTp4xoFvMGzRX5Hw+U43+hwJe3oKYdNSo/zGVRz9/F1BTNr1HOSPBZ+Pv/vo727OeSc2foLS/CxGBadnZmTc5EYHOHcKnj7C5+P+U2czzRmx1teNuk4DLXJGjBoRhzN7UtAxdhCGL3gOgBPXT/0ElUoFmYvy6XQ6ceyr1Ti3ezNi4hOQvn0DOvQegNCu3VFdUoQdrwrDiL1vLcPsjd9CLBaj+HIBKoquI6hDBFp1iUTspFmoqqpCr8mzAakcfSbNxLGvViMzdQfCo3tj1FMv49Bn7yE4opsbO4AoKn8Gm9Q/5ClwfvdmZoMX71KWvnVGAWttFY589r8YkDAHTpWW3Rj+/v6oLSlkRR1vC0pwn5L8HFRev4zcH/bCYTFBolCh1yPTETM+CTKZDMMefxInktd4pRHAIwBuZJ5mHuN2ux0y30A89MpK5OzfCtgsDKoOCNOpfpNmsU36nZAGZF8JwEUf8V6IsiVBiro0la+4dhlyjRZ9Js5Ebuo2xExIgt1mh10sQfS4BPjqdDDV1sDpdCK8972wbfgYIV0iMXTmE0yNFxCSoFgsZnBPKgipUT2yaRXStgnTRG9EMXkLTYvZgklvCtAksdaPIUTqaqrv2GzzmhQy3wCBQ3frBs7v3owe4xMx6Z3VOPH1GsGxZofgWEMNeM/xiRg8axEih8ch8/vdbJtZXV0No9GIjJ2bkL5jU6PXTmMN/d5Xn2KoCI1Gw2x4WbJyKXfzFq8U9P9JIIvOXc6hAw0KF6CemnQ57SiKss9CIlcgPCYWdZW38dOHb2DQY4ugCQ6GVCrFQ0++iOLcc25DuZYGPZDY59q/lRUgtNHUaDQNOIfEoSd4pFQqRWVlJdtc+Pj4oLKyUoBGqtWw1lTg+Jb1iI4XfOKpMaZhGVA/9BCLxagsvI7TyavhhBMyqcztIcVCJkf02AS07twVjy5/FwBwLS8LhqpK9ByX6MabBP7zYcp03wa27YB4F9x8yOynofb1Q+ykWWxowW8z6N8B9bagdrsdarUacrkcJ/dvRda+rQAEzZZ75yyGRqPB0dRtKLt8gVEceJ5sU0UCNaIHV76Kc3s2w26uw4NL33TbiJMOhad2gVKpZNdWc5st/u+KxSLIZDKvhM9aEvRdCAUUHZ8AiIAO9w7D8S9WYsiMhYh/4yPsfGEeCrMykPb153hw6ZuoqyiFqaoMwV0iETNqPFQqFU552HrLZDKow9rivqeXs/cjSgVpHtC59AYtQRzq6upqJioGgA2oSB3+Tq/jaRULCEPpY1+tRnR8AqMFeOolWK1WNmygDT4NXOi1DAYDZLoADF34fKOq+vzwgv/O/DDCYDC4DVab4s4TrcZms+En13EnS0Ea8BCthN6T5xbT1osX4KPBQnNWps2F53dVKBRux6OpfKxQKJDqclagAQFQrx1DyBKbzcbcTTwF6M7s2IiSvPMI7hqNnhOmueViu90ObavWuHfOYjhdm2GmkePawNPAUaYLwH1PvABfX1+kvrscRdlnERoZw9wP/pvyMdEu+ifOhY+Plg0k8v61GyZ9DaqLC1l9CSfw6BsfwicknMHqyRaU0FW5qduQsW09SrpnoCj7LFp364H+SfNhN9XBWFmGsO69MO2DDaypam445B/eHlr/ABzbsAqVVwsQ/+LbyDl0gDmQAIBELIHWP8BN303rH8BEvYk+1lQ+5sWfxWJxi4QoWxJSqZTZC0fHJ+JGxi8ozc8SlpAGPeAELEbXc86oZ8i5muKbOPb157Db7Lh35l8Q2LkrjqZuY/VGeHRvKDRatpQklAzVfiS8Tkskbz4nAOZSERAQwFzhut7/EDK/243YSTOh0UQ2ee74Zy2h1qpu3UB68hpABAx67EnItH5uAro0zJBKpWyAzediquVkMhlkvoGN5mK+NhbJFIgcM9kN2cajxmgw45mLPUVX6U+bzYZjq99j+XjU4tfcFt4A3PJxdcktAIAuJBwdBgxFtwfG4+bpIxiYNA9SqRQdonpAF/pXtmC4W3tcPh/7h7djui9msxkWiwUDpwmITx6F3yF2IFLfXe7Wn+589Rk2NBv36kpWG/cYnwgAqKkoq3cGcunL0bAssIOgFWatLmcyDADQtt9QJlavDGjFhulkHVyYlYEb58/gmV3HAAA7X32GLeMHJs3DieQ1fwrayB8yuCB4UPQDYyGVSpG9dwuOb/wEl07+iJL8HOgrK3Df08tRU1yIU6nb0Hv0BAbf99xQCxxfJ3xDwtjkqrqkCOk7NrEiN+LFt1FbUnhHRwbPGD5/CRMcPPjpu7jv6eUsKehCwzHiqZdhra6AxWyB3WKCRKFEzzFTcOC9V9jQYtoHG5ockJB3bmhkDHqOmcK+n7dClC0JajS/ff8NlFzMReSI0Ti/R7Dmq6urw9CFzzOdAZ+AAHaTHP74bZQU5KB9vyHwC2sLoF78i8SOqm/dQPr2jYh+cCyyf9iPHqPGIf+n79g55qHPzU7oXDoiNruNFSoGgwFSjS/ECiVOb1uPG+dPNykqSj7PUSPi2EPxyKZVOLZhFePPD5j9LMovZuPqmRMAgNgJSbDb7Wgd0w+3zqUh7Zuv0GvybMh8A9y41d7oS3g29ISKkEqlGPb4oobJyksdk8B2nWC3WBA1Is5NEFWp1TFIqcrXDz5BIVD5BaCuqgLlVwpwvfw2AKDkQiazEx6+YAlCIiJRkp/zq2hJ/uHtMfaFt7DvnZdxz/0Pswk+36xQs8BvzDy5lbRppGl/+Y2rOJPyBeQKOaxGIzIP7EDt7WJofH1hqq2BTK3F8AXPQRMQ7DZ5ryq6gW9XLEHJBWGjHztxBvpNniUUIKhHMqWlrEXhuTQkvf8lbK4NbOauZGSnbsPgWYsY9B7AHRvd/5Tgxf4A14M3vB2zpt77zkuIHpsA39ZtWCPrcDjYkFKtVjfwTR8++0nAagFEQM8J09j1QM4XA5PmwSckjCmPN3ecpVIppDIh99Jr8QUaUVGqq6shFouhL72FM5tWITo+AXK/QFZMNNdk0/dI3y5QRXi/+39n0AZN2aEzRjz5Mr575yVk7k2BzWjEfU8vR8g9MSgtyEXh+TNw6KtwfP3HyP3XXgBA5ve7Ed9nAMsnvBUhoRF4WgjPL7fZbGxDxSNXGgt+m0dUHTpOANjgwtPqjY/GmubvXc2y0WjEkAXL2NBJqVQyK1C6zuRyOdvgk+imt5xmzwKStnC0cSW+t+dg9U4hlQqoTafTie5jpzYQyaPPTt+Hnh9EnSL1d0Ic6HQ6aLVaNrj4NcUyDVCIB07f6075mHdNoZ/RIsJmszG6l1wuZ+gLQLjfxGIxQyT1mTQTrTt1ZbmYxDwBsKEZNap0PVJzTcgXOl7d46fCZDIhauwUpmtA1+9/Qz7maaUKhYJRJG2pO3Buz2Y3IWpaqhHiynND7ePjgyEzFkAikdRvdcdOgdw3EJaqcqh9/VqciwFg8PT5uHjiMIqyz2LXiqUoyc9BaNfu7PdyhRzRD4zBpRM/Ml2hyOFxbCAhk8numI8NBgMihsWhJD8bXQYOR+q7yxEZNxnyzl3vSt/iTkF5QiwWY+zr/8TZbetQlJXBhjBqf4FKU3oxD7UlhQCAva89zRanCq0P2rz4NoY9vghOixkQ1fckNPjrMz4R2T/sw6Bp86EMaMUoF97mYqAeOUf3KdHTSfDdZrNh2KK/NpmPeX0iWvwc2bSKDZdEMgUGzH4WEomE/V6pVLpZtdKzgITTqTamgcad9CU80WGUj+nnnkMzb85zbUkhTFUCxSJqRJwbfYbyDuVjkUgEfVmx8No+Prj/aUEY3yc4FEc3fYaYCUluqLNfQ0tqKh9TLpZp/TBq8WsNamOe4p/67nJWn1usFjfKp0+woMd1+9plyNUadL3/YWQf2AmRWIR+j0zHhZ++FeyKVSqcWrcJxbmZCOp0D0K6xSBmQhKjH9EzSSQSQa1ui4deXomsfSmCM5kLxU2foV3PfvAPb/er7HP/nfGHDC4IHrR7xVK0jemLmLGTYTKZoL9dLNhZQuBFZ+3djPQt61CYmcaGFjQM8Gz6mI1T7EDsfO0ZAGCFn9TX120b7y23X+TqpOmhK5PJGJRK4OUH4r6nlzNo06l1/2jwORuLysJrqC4pgn+7TvAJbYNjX33mNtX6LcI/vD18Q8OQeWAHDv3zTQyeL1iwxoxPQvWtmzi/ZzN6jEtkSAqr1Sq4BshkiBwzuT7RuAorT3XoovMCpYHOlam2BoHtOqGy8LrXwwtPVxAKEl+9lZWO4lzBHrcxCg7vQtKmZz8AwICEOex76nQ6FF8pwI8fvcWm4em7klGcm4mz279kU8mS/Gwkvf8lALApdea+bcy66E6DJRpeeMI5efpOS+JE8hfsIUrfq3v8VNjtdrQbcD9+WCkk4LrqKuT9+C1i4iai/Ppl3D/nGRQcO8y2M1TsOJwOiGRyAMLDuKV0ET7O7N4ibIZ3fsU2vZ7wRdIZ4HmR/M9I6M1qtaKuvMRtOkzFUM3Nq8g/lM3e1zewFTuWJpMJFTev4ds3haFFaNfuaNuzb6NuKTwi5utnpiM0sid6TZ6NbqMnCfzb4XENhHf/04N/2BMEX6FQwHC7GN+9+RyK8zJx7ZdjCI2KQWzCPAS0ae8muNhY8ekf3p4heWw2GyoqKoSNGWd/6om8aS76Js6HQyxFv6mzWS7W6/WsoSYhSI1Gg5z9W5lo4YDZz0Iulzf5HrzOADX8UWOmwOF0uPnd/zuDb6rr6urYwFYmk8FYVgKTvhYq3wAU52fjRPIX7PetIrqxXOxp78bzyGUyGfsZ30hKJBLk7N+KtM1rAADxHD2nsZDJZEx8kfIxCVh6usY0tgmnQo2GFtQsOxwORI9LYM0qj0wA6gU0CYFAGjj81p3yx520Ieg4e9JO6Xd3s73nKR80xFcoFGw4AYBtLcmBg5oBOj8WlxZBdXU1AgICWJH8a4plOtYkNArU51rKx7W1tQz1UFdXB41fIEYtfg0Gg4EhLej4UGNCCAmeb07oHZ+QMIamUigUTACQwtMqWSqVQq1Ws9/TsSCNGYlEwtAXVUU38POn72DIjAVC7fIfjrSg8EQ6mavK8PPn76MwMw0AYDEaEdC2A4zVVSjOz8bRTZ8xxBUNA/j7gc8THWIHMrSXOiiENU8tzcU+IeEIjewpWI5HRKLr4JFo2yMW338kbJZJL44WeMX52cj8fneDz9lY0MDswsG9KM7NxA+fvoPSgtx/m95QY0H0ME2rUIjkCmGh6Ko9ivOzIVUoGUJV6aNDYVaG4M4SGeOWj/lnnsFgwMglbzAa2oB2ERC7hq0OhwMSiQRZewV3EaD5XEyuIOTIQw1kuwH3I+fgfvR6ZPod8zE/YKVcPiBhDiwGvSAAP/MJSFzIFt7Zjejj/NCSaGR0zfDD5TsNHHjK/5FNq1zuN+3vOhc3VhsTdYXsVgEhr1osFoxatgI/ffw24pa9yVA8Z3ZsRMa29airq0P/qbORsXMT2vYbihtpR7waKDUVNMSl2gJovjb2D2+PgUlz3cwd+ifNR+SYyUwrjETKpVIpdKHhuO+JF2Gz2XB/12j2Hp37DwYgPF+I9tJjfCICwtsz9GRjOiaBbTtg0Nzn4JBKccSFZAnq2AWhXbuzAeLApLl/CoHOP2RwQS4SBG+xWCwMYSFRqgQee9ENRMcnwlZXB6fNgrBuMV5pJQDuaInDn7+Pca+uRNsB9yH46A+oLinyqlkjRER4dG+MWCj4HFdUVNQrYdfUwK6vwqmv1zBhqiEzFrKpa3XxTeaBS6/n6ToCAJXXLyOoQwQAICQissWCiS0JXi/iRtoRxLn0Bg7+802c2boOTqcToxa/xhJbcHAPdIjq4ba144/PkfUfNaA+0GTfpK9xm1o3NbwgwRxikxRln8X1Uz8h+r4HAAg3ol6vR0jHCCS9/yWOrP0QZqNg93o1/TjO7N7ihhzoN2mWMDF0JQSNXyCDalUWXsNeF3+WGlxelJX5KedmIm3reoxa/BpTbq7T1wDwTjyVp70QnPNug5xVyAqLnDbuefhR7P/bsygtELYdwRHdmJsGXUM9HpogHN/P38fFkz8J6uE1Veg/S9gY/Bq6CFB/LMzGWuYgodfr2Tmz2+1MwI6HaVMhzBBMroHSnlefEkR6mzg39H7VJUXY+dozGDr7Gch8A5CzfytK8s43OzD0RMSU5OdAqlRj0LznMGD2szi17h9MUT1u2Qqvbdf+fw8qPqjwsVqtyNi5CcV5mYId3+U8lF3Og0Lrg7ilK9zgos0FLy7GUzlo8+wN5QAQBFqHLFjGoP3klEGWX+bKMpz95isMmbGQ5VnaOjgcDqYcz285GrNupEbTYXfAYDQg6Fcc1+aCtmiDZi2CQq4ARMCpL/+Jgh9TAYCjGjqh1OoEdIVvQINcTFB6T9oD/Umb7ZriQliMesTEJyByzOQGG34a4lADXVdXx6zr6PdkTatWq93cRiorK9m/EzY4alZEkmYNNcssH7vOIW2o6PVUKpWbMCsJ0hF6gQpl/hg2FTzMmminvyaI2018Y2r2zWazG2rJs2Gn4yeRSJjuBR0XHuVwN3QRAAx9Rk2R3W5HeXk5a3T0ej1zWKJhEA2T6F6gBQ2vU8EPH+g9qIim82S325n2Fd1fTTXSfPC5gR948A2FzWb7r8zFFTevIXN3MhxmE6MgqP0DUXnzKvu7Yd17oc/EmV5rJQBogPCBsQZHN32ObqMnQans4NX1ZzAY0GvybCg0Phj2+JMAnNi4KIktg/a98xLun/00wqN74/45z+BGZjrLxYQ64mtK/v+TntEtl05XYPsIhPe6F30mzfxNzz01ldFjEyARS9B79CM4sycFNqsZZVcuCn9JBLeNs09IWKO1sTf5uOTKRZhqaxA9dgoT1/Uc6HjmY8qFAipS0NzT6/UI7xHL8jGfI+m/KciVia+N+WELn48pxzcmlE33ItXG/MC2uZBKpUhPXoO07RtgMej/LbUx9QOFF/OY8Cd9Fl6zKHLQcPS470G34zsgcQ4kEgm6x09lotyXT/2Mskt5cFrMd/356P3JPv70hq3o+ch0tGrXCUUXLyB94zZ0GDQcuQdT0WfiTAQH9wBQ73hCIrpDZiyEVOfP8nFT54bejzTgVCoVnE4nAtq0x+D5S5sdGHoiFCPjJrPjAMDNNGDsC2+5DCf+uAXfH/IU4DUkADA+sbpTF+gCgnB84ycoyT2PsOhekMlkSN+z2WuthAavLxISSe7BVJQW5KK0IBfl1y83u/0n2sHYF95mWgeeD9eTX612215RgZe2bQOD9F1OO4qwbjGMq0SuIwShC+rcDa06dkHZ1Yv/FmHO5o4LoQEcZhNuXMiBOigEHQYOw/UzJ9H1vlHQarWMP0cXpkNfhe9Xv8f+u7LwWr2lJtcoM22GWEGb4cY5Ydvfrmc/3Mw646bSTHafjK+JevVlHnXCT3Zbte+ER9/4EPveeRnHNqzCjawMtp2n4PUtpFKpG9+NbBE9G1xCUPiGhuHw6vcR3qMPouMTWFNltVohUQgwOK/Pkaue5jVSvCm8eGtdQmo8+saHTGRNJBL492e/+Rql+VkI694L0/+x8Y7NOikIp227Co3OH607d0X7Xv1QdinvrkQ66XMW5ZwDANjtDmYrycPL+SKI33orlUpWuBuNRlQX32QDpabODf1JVr+AAG+MjJvcIhFYnjZVeikP9wx7WHgtkQgDpwnXXeSYyex+ryy8jpz9W/+jURh8A0H/PSBxDtRqNWpvFwvWvT6+sFRVovTqJcj9AlvkgsCLf9HWnKcc2O32ZrdwgFB4kXAjvwEGgPTtG5C+ZS1TNadtYmVlJXsvfmtRV1fHNC1EIhGqb91E1t4UDJm5EFl7U5gGk6c43b8zGGVEGQ7I5EjbvAatIroBEJoUevaQlo1EIm6Qi4F6GDAvpOnJBXY6nTiVug3ndm9GaGQM4Ky3kvUsTIF6Vwq+KOdzMbmy8LoOfFDelMlkTLOGiilyHKJiSy6XN7ADVCgUTJOD0DX0+XiePFEW7xQ0ULBarey9vW2CPYUh6X9msxlyuZxRdOgY36lh52kqdMxoyEODw7uli/ANDlB/f9H35jemfANE1w7BqkmzhnK353fx/E68ywtQrzfj7WBTq9WyHKDVatmGsvejMxjak4aLdMybQnr9JwTlYhKVj504A/0mzQJEgNmgd+ViH/gEhWL4U6+grq4OZ1b9j9fbYT7Xi0QiHE/+Asc3foK6ujoMWbCs2VwMCOc4sG0H5hST+u5yVsMpdX4ozMrAwc/eRUl+Dn5a+yGrtSsrK5lOA6FtpFIpy8N0b2ftTUH5lXyo/ASqUMz4JPi1bvvvOcB3OC70vVUTZzCBWKXODwAQ1LELo4AIIaCpPPMxTy/mr1PPfJyzfyuyU7dh4IyF8Gvd1g0R9WvyMR1jogvxwdMV+Nq4tqQQP65fhci4yQhs28Ht/NPnJlFeY1kJzmxaJSCZXRQl+rtei6e6amOL1dKifOyZi6m2pZpQrtYyrRc6pwEBAXds1tt3i4bv06/AaDQidtJMgcJcUoSyS3luzjktCR5V53A4kLFzEzK2rYfJZMbwJ19iQ9mr6cdRlH0WarUaETG9AQh9Z/6xg7BbrUjbtoF9p8YoVp45mXoEAEy4NDd1G/pMmum1vSu5ZQW0aY92Pfui7FIe1P6BuH/OM/hprTC8IHpYdXERfEPD/pDa+A/L/ryLRJ9xCTjxxfsYmDQX9yYKqIDi3EyUXc5Dv8mzmLqyN64SFLzYpVKpRJ+JMyGyW1GUleHWQPMHvTFLzKwf9sE/IsqN7yUWi2GxWBA7yaVCO2YyKioqIKrT40r6cQCAf1g7SOUKN/tMk17QIwjqGAFAhPaxgxA1dgoyd29GUOdu/3ZhzsaC10iwiyXo9cg0HP7HGyi/ko+Cw/vRse8gHN30OY5v/AQ2mxUD5z6Hk67/BgTryB/Xr2qWdkOioKQoTJZeZqMeads3oODkT2zoQIIyZoMefcZNZUgVErYE6jURNBoNE7DqNHgELvywFyKbDSKxCAqNFgOT5rF/43A42BYPEIRprmecxNgX3gbgbEALIDpRaGSMsKHk7OP6PjINZZfyvDpH1GiEdI1CcX42jmz8FPfOWcxs9DyHE3wQkgUQJsqERhk65xloXMOPysLrcFhMiJ04AyMXLvMahcS7toxcuBTFF7JapkHCxeHP30fZVWETIVdrIJfLIRKJIJFImFUYrwTNP3B5SLFMJsPxrz9nU+Y7ISbomFQXF6H0Uh5iRo1H2tZ1OLdnc4vsXXna1LWTPyI0qpdAWwkIZm4Z9OA5ve1LBuf8M0DkfqugJpqa+/CIbgh/7nUUXsxD2bVLKMo+i/Pf7oQqIAgDZj/b7KbbM3hF87q6OiiVSratsVobt8WkjRMVurywokKhcLNejY5PgFgsRrfRkxgcl649AGzrQpswoicRVYZgu7Y6I4y11Qjq3A3RD4z99x3gRoKn6USNmYK62mqYDXrYLBZUXr+M07uS4R8RhYOfvYf0HZtQduMqqm/dYK5BpGJOecpkMjU6TKKCZNjjixiVL2f/VgQsWMasi+l+JGoIuURVFl53WRYKdoCAey6mIVL98Gcz+k5+HIGdu7ptGfntPg2xaMvv6TpC0RjclhAAfF6/U/DDOP5YkWUjALdi2DN4YUhC6FADQdejXq9v4ObR3Hn3dG0hCD81Ky0plvlCmYLur+byMd/IAPWaFPQ5m/schEChwhqAV7Bx/ljQIMhqtbKmulX7TiwXE2WlOWrSf0potVo2OI5+YCxyDqW6nnuFuPzLEejLSmGurcXVE4dhtVrdxGK9CV7sMmrEaFz65QgiR4yGVCp1a6A90UKeKLXiKwXI3rsFUSNGo7qkCKUX8+AX1hZ5P36LkIhIAEBhVgY2LkrC+OXv4kzqN4gaMwVB7Tq6OUcQmspqtUIikaDnhGm4dT4dRTlnkfvDXty+UoCZHycDLpHc3yooH59KWSc0lK7lIgAEte+ME8lrUF1chMwDO3D7cgFqy0sQ2K4TQxaPWvxaPZqhGcHp4bOfhFKpRHR8AqNjOJ1O3LqUj6x9KYgeK4gXk96Ew+GAvbYKx7ghCd3DlqpypLp+LtII9wUN4mMnzYJv6zZudD96PcqhJ5K/wC/Jq2F32BH/giDQ7ZmPaUhyevuXSE9Zy2iYvHaNN+KpVBv3HJeIXlNmswUR1caewwk++FxMKDKn0+mm1aPW6VBdXc1yrLfD0+rimzi/JwWDp88HACj9AptEwjQX5LZWU1yI83s2I3L4aME9acI06HS6Ru7t+kVtzqEDbKEfHt0b0eMSWH72xvKW0IAajQYHXbWx02JGey+RI3w+7j99IUryswWEfma9oxH1uBdP/sjuj9+7Nv5Dx9ZKHx36TXkcRzZ+irTNa5hVzkMvr8QvX/4Tty/lwWzQ4+GlK3B659eoulWIna8906gwo2cQ//70rmTc17Yz1EEheOC5FYCxBse+Wg19VQXSPBpEHiVRmJWB0MgY9BiXyG4WiUTChGkkEgmUIeG474kXYLFYUHHzGva/+hSDy/m0CsG4l99xNajz2OZMqdWh4NghFOdno66mCnaHAwWHBWjwbyHM6RmElujz6HT0mTQL5/dsRvmVfABgEL7IuMmoq6tDt9GClzJpAESNnYLa2lpExk2GWV/rpuHQWDTmtqHQaNE/aT7a9h+KnH1bUXn9MoIjuiEzdQfKrhSg/PplppHB+2fzW73wiG548NlXYbFYEBYdC5VK1QDyDAhTanoAA8CNtCMozs1EziHheHuq4zIKU24mzm5dh0de/wcr8tK+/M5r8VQagPSbPAtdB49E97FTAdRvOMnyjGBXZ3ZvYdashGSJGhHnRimiY/H96vdgqq3Bud2bW6TX4klfGb5gCcIiY2CzmFGYlYENixIFAU+Ntsn7i6f1EG0jsNM96Js0X3jAGmtw6PP32e8Uai36jJ+KM3u2wOFwoG/ifPiFtYXKBd8nQUea1JMAUHPfQ6HRojg/G+f2bYVcIeh1oGV9NENURT8wlvmAE3cTqOfbR8cnQCKR/OFiRL9lULGgVqtRU1MjWCW6GiGZLgDxr3+Ekxs/gcNihsNsgqWqHEqlkkHRm2vWqOghPjW/PQDANDBo2+w5sADANkR6vZ4pmVPhq1Kp4BfWFj0nTEP69g2Ck1TbDigvFx6qYrEYAQHC9o4v4AwGA0P9RMcnwGo0oDAzjQ3kfo98TOgjuVyOisv5KMo5C7WfIAhH54WOQenlCyi/nI/QyBhmMUmbctrU3Sl4e7ro+AR2Hoi+QGgu2qJbrVZm3XY57SimffBlg1xMx1Imk+HYmveQvmUd1GoNOri2sTxKkR9C82KWvOsI35DSxlAsFjPqCUHi6TM218TStUf2o3zjRZbLvA4IDe4IyUHbU4JYk+ZDq1at3JATPKXGm6AhhdFoZM0JDVcqKipYE9XUveXZSPLbVbvdDrlcDp1Oh9raWpbTiNqiUqnYQAAQGll+oKHX69lxby7oc9J70jCpJYNNT+FAoh/x6CyehvOfLtJZW1KI7L1bEP3AGOxa8RxK8nNQcOwQ2sb0hb6slC16am8XI/qBsbh57he07T/UjQ53p6Br79alfOxesQzF+dkoOLgfkYNHMBFAnpfP52KLxYLyG1eRtS8FsFqQvmMTAMA3JAyZqTtgs1rY5/MPa4eS/BwU52dj41PTUVclWI+OWvwaQ85Rg0r5x2w2Q9MqFIMWLMW+V56EqbYKZZfykLZ1/W/eHBFaInL4aJTkZECp1eHyqZ8BAFVFN5D347dM++J6ZprL1l6PsO690G7A/ezY8WiGps5FY/aZYrEYuanbkJ6yFiKIMHTh8yzX2e12los9a+NDH73FHKZGLX4NTqcTJ/dvRfqWtVAqlYyaR98RcK+NeWcPGvR7uvgQhSl6bALEIjGGznyCiUJT/m5qcM4H1caDZy1C605d3dBq9Dwj61VP+qBnLmbPIE6rh7SuCFHmTUilUpzfvRnHNqwCIIjPymQySCX1Nuve5GMapFBeTUv+HDmp2yFx2DHu1ZUsF/sEh2Hw/KVQq9Xw6xwJu92Oa7nncX5PCqIfGANTbQ0TeSUHkDvpdPHfQywWw2w2CzXFXdbGlI8DO3Zh9UL/qbMh1vpB7nLLkanUMFaW39E587eM331wQQ9cat7MZjOixkyBzWZD5BihUQ7pGAH/sLbI/WEvyq4UQOkXCLFCybh+RbmZd9wQVxZew43M0+z96GZ1Op0ICG+PoQufx61L+VBofDAwaR6OffU5szUNj+6N0UtXIOPbb5hlG9/8EhQeEAqE2pIinNv1NcyGWpRdFvhAoV27MwoFn2wpWV0dMRqbnp4BQ/ltlLqma2r/wDs6Vvy74vDn7yNt+wZEPhCP9O0b0GXoKNRWlsNpNUMmlaH8Yjbyvt8NU201zm5biy7D43HlxCFEjRHUqEUiEVp37oosmdRrDQeeogIIvC25XyCKM04i9wdBLT8mbqJgCzs+ATkHU5nvMwBmo0UPBAButoKU9OghSHxqmuJSkBI/+SV7OszwFCO5wh2+THw6XluDhg30/6nh5zn2Mt8AN26jwWBwsx4iZA8A5B4+AH1ZKfpNmsW8k1tFdEO7nv0wMGkeDn++EmnbNyAmbmIDSo03QQOFK+nHgc+BtO3CcIWQQUyt/NxptI3pi+ELljBqEC/ECgiuHSQcpAsJh0gkwiHXtcUHUaMA4OqZUwiN7Imhc59B+27R7O+01Aq4XltDj4cXvwqlVteiY1FZeK0Bokqj0QiiUV98CKlUir5J86EOCmE2of+J0GQ6r93jp0KmC3DLbTy03Ol0QuyiSp3esRFihRIDZj/LXsdqtTa5DaCihIpTAMy6lAYVPHQZqLdkBOoRAFKpFEajkXHz+QbUbrfD4XDg5KZPkLVvK66fPob4Nz+BT0gYALh9Nr65JNi+xWKBLjQcMrWGDS1+r3xsNBpRcfMaE0LVBgVDX1aK0MgYDJ//HOQqFQZMfwIylQYdB43A5WM/IHpcIrMvVKvV7Nh6s+XmC2YSl1SpVAz5YrPZ3BrZITMWMpTGieQvWC6WyWSsuaTilYpaGoo0lovp+PNDDbo+PBtSapylUimzJKWg4opU2wnJQ9opVGB6DkskEgkbVNKWl65xT3oFwdiJqkLDVp1O59ZwNGe121jQtW6xWFBRITR0arW6ga0vfUca2FD95El3kslkgrir0chen7+P+OAHggAaUH+AelpWc0GDH3pPst/19nh4IoZ4FIvZbIZEImlUN+M/MTyfs5fTjrJnMqPTTpoFs1Hvtugpyj6L3EMHENgl+o65GHA/Xxk7N7HXNRv1rPGhY63RaNyuIZlMBru+iglo95vEU3udbOEHAGVXCqDy9WPvW1dVgeCu0YidNIvdm3wupv82m82oqKjApaMHYaqtAvD75WL6rlkHdqIo+ywbwAR17ILgiG4I79EH9zwwDgU/f4/W3XvhdPIa+Ia3Q+6/9iDn4H60ienLqGPeaurQJp1E/8l5i3IoUE+/ot951sb8IrG2pBD+4e0RO3kWbDYbOnCiiv7h7RutjXlnD8qjng4zRDEiR0U+H/N6F6StwWsV8Y5jvHPGsdXvod+Ux6HxC2S1sbW6HGnbvkT02ASgbQd2rdKgW6VSsXxByED+OlUqlQ0oNd4EWdR2Gz2J9aYAGPXE23xM50smkzFzB4jQaC7m78VTKeuQsW09APd+ipBo3loB80LPw+cvaXFtzOdjQlQNTJoLqHUwGAy45+GJuHL6WKO07t8zftcnQGXhNcalio4XIDADEudCpPbBkAXLmFK5QqFAj3GJqC67DYlUgkHT5gtimKY6lLgaIYLaH/78fbemsbLwGr5e/BizGh0+/zmIXBcYFULE0Xtoyd9gtVoRHZ+AqtulkMqkeOjJv0Ks9cWgNp0gFouhUCjcOFOeKuXndn2NjG3rET12Cvo8Oh0SiaRRRwM+OsQOQvcHxiJt2wa07hYNpY8PQwL81hs+avpuX8xF2dWLUKlUGLd8JY589r84tmEV8n76FvqyUvb3SwtyUZiVgSu/HEFY91544Inn3SwjvdVI4CkqRbmZGPvCW7AY9YxO0WXwiHr16z6CRgacgElfA0tVOUtunuJgBBen5AGAbYs9BxpUtJNfMq+bQmgCs0HPtDt42Br/+WnAAIAhSQDg+rk0TFj+Hs7s2QI4AYPRAJlU4QZLJk7zQy+vRG7qNkEEikRBXWKwEIEhfh56ZSVad+oqPNQ5YdBfs30ou1KA9n3uRf+k+YKatESMwy6kROnFPCaaS1N9Qn6Edu2OyAfjIZYp0X/aQoR0jGCwPGt1BRsWBnXsgrDIGGEQNS4BZ/ak4PrZNJQU5KD8Sj6unvoR0/+xAW169ofBYMDpXZu9cmyh81R6URgQKjRaN1RPc44gVBgaa6oEClf3XugwcDi+e/9viBwZhx8/eovB8LX+AegxPhHHv/4cYrHYK5TX/29BQ0xDdSWGPfMao8ORCBQgPMjOfvMVMratR89xCRg8axEih8fh53+ugNPpRN+k+dC0CmWFF1+k8M0doQHodWmLygqCqnKccSmNE9yViiVqxogewu5nVwNK1phyubBhKL+Sj3Pb12H4s68zW8GmgniwlZWViI5PgNlQi9sXslBSkPOb52MqXDJ3J6M4L5NZfWekfoPIMZMh9wsUnof+QRg4dwkAIDSqF6O90PGhfNcSmgFPUyHEQE1NDXv+sqGtry+mffAljn21GtHxCew88tQPauhDOkYg9KmXYTQa2fVAn43OtadeBH0GlUrVQLCP6CoqlarBv/V00eCHbvS+NPQSiUSM902wbHofoq3Q84Se6zSQ4ClFABi1g65rbyC8jYVWq0XZ9Ss4s2OjwOF3IdG0Wq1bfUH/E4vF8PX1ZQWwXC5nei28DSZRVlQqFaqrqwEIwz+ZTMaoI0S7oOAtD/lhjDdBqBWpVOo2LLoT/YbCc9usVCobFPh2u51RuzyFHf+TBhhUtxZmZSAmbiLCo3sj9pEkVBZeh7GyHGr/QFYnUR0Q1LEL7p/9DH749B2YKstguF0MTatQdnx463o+H9P1NHDaPFw/fQzF+dlMu8tSVY5Tmz5Dj1HjkPbld+g+dgpkvvWW0t9/+U8U5woD1p5jpyDonmh2Lmg5xdcRAKDy9UPngcMxdP5ShEXcc8fzplAooFKpEDM+CabKMlxLPw5jZfnvUht7akKERcYgctjDMOlrkLZtA2IT5iCwS3cEdhFQFxFDR6H8xlWoA4LQ65EZUKlUkEgkTKjW23zM50GZ2gcjn36FoQ4oH/v6+gL+/qzWkau1LB+37twVF/0DcGzDKsjVWgxd+DxCO3bBQ0v+xup6h8OBwfOXNlkb0+CIHGb4+5/QBDQ40Gq1DfIxfX4aMND3p5xssVjg6+sLkcYXA+cuwTGXLTaP5BOJRDiyaRXSU9ZCIpYgbtkKN/oc5QBe34o+O3/u7oZGRgAxm82G9gOH4Wr6cYbGbSof864gUqmUiSLT7+6d+Rf4BrXCwKR57DhQLqY+oK6uDmazGTHjkwAAXR96VBj+lBULsgVjpnitKcYv6cViMfy4JUVjVEzPf0voTvo+6buScXzjJ7Db7WxRpWkVinErPsb53ZsRPS4BIo3urnRAfm38ru9GXKrrGScx4U1hgHH8688RPTYBUqkUuanbEDMhCZrgYFSJALlGiwEJs6EMaAW7Qo37n3kVtSVFyP9uJwYmzcMJlzotANYM7/37S4JrRDeh6RNrfdmDVC6X41peFtK3bUDUmClsoqcKDMao59+Cr68vFAoFbl+7jOMbVgkKw5IODEpKF6SPjw+7aQckzmEiUtRgehNsyzxpFkx1dTi2+t3ffKrMN32tu8Wg06ARGJg0Dw59FRsikCc3uVT0GZfAtv9ll/Lg4x+IAbOfRa/Js1GSn43i3EyvtUd4VxPaeId27d4A+QA07sxB00caVAD1W1PanvFcaEqm9Pca+xykdULcRQCMgsGL3fj6+jIqSUl+DuRaH+hahboVFyX5Odj09AzG+yrMPYfRyz+AOigEFRUVTFgMAFp37ooI1yafxEyJVtSUiwAVF3cr4kr/LrRrd/SfJqgVy1wQ5+ELlgjvnzgHJzavRenFPLTtEcuKKW1QsDBY6dEHEoUKcoWcNToikQg/ffEBivOzEdI1CrNWpbgN7uj7Hf78fWQf3AdD+W3se+dlzFizyw0K7w2k7fDn77P3uW/Os6iqqoLT6UTqyr8h69tvUF1chMSVaxv8O74w7DF2KnpPfhxRI8fg8Edvoij7LEpyMtzcZgZPX4ATyWsYFLY5lNf/l8EJyJbfuAq/sLYNGiGZTIYeo8bhesZJRIwYgy4D7sORz/6Xod8UWh8Mf/Il1hwC9XB7egjyHvSAUKjxglJms5kpegPAoHnPuW3kSBOFoMQ0vKANkclkgr+/Px54YhmKXG45UqkMrVq18vpQyGQyBLRpj+HP/g2WqnJk7Nz0m9mhUlDT1/vRGYwDGxZxD1p378Pg/1REUHFGtAI61tS40/Em22pvgrdno8K0MeSDvwulaDAYUFNTw4awBN2lc0+brsZyMUHDG4Mg02uRJS/BXanZagy+zH92QBD4pK0fb9UKADXFhUykTKkMYzmHeNCNuX94DlF4rQ6gHjHhDYS3sZBKpcg7sB0Z29ZDLBZj0LznYDKZmOU4NQt03u12u5tzC9mSUk3C6zFptVqWmxtDKdC9xLsE0HVFTQFReO50LfEbQ7lczj4jnb+6ujr4+/s3KLg9i2TS1aAmhT9GntcONXOeaMr/34PcBLRBwQCExUV1cSGMleUI694Lw596BVdPHMbApHn49oPXAQiN9Y3z6Ux0/vaVAkx8Zw2Cg4NhMBhQV1fHrv3eoycwjQnf1m2EPK/1w5iX3sG37y1Hl4HDsfPVZ9gChVBWF47+gNZRvTBy4TJIpcGIGjEaGXu3QF9WKlictumIqls32GZ23KsrhfNUVY4j6z5kAu3+rdugXbfuXh0LlUoliESGtUXuD+UIjYz5zXMxny+i4x5F+ZULGJg4lwm29xyXiOj4BJaLqfFE2w4YNG8pgHpLbmpsW5KP+XxG97JUKm2AfACEfDx4/lLU1dXBaDTC398fAxLmCEvYcQlueZI0G4j+Ddy5NuY/B2md2Gw2JtpLedKzNuadyQChQSe7a2r6Kyoq4HQ6UVNcCH1VBUK6RqEwKwNfPTsL41Z8jPCIbhg8fb4wVEua54YC4/MxUcn4fExLaa8FQj3i/B5BkJuG1TwtnO/3KG/JZDK3oavNZoNSqYRYLIZcXl8bUx6XSxVsScLnYvp+crkcQxc+LxyfmhqkubTuzGaz15pi/BDZWl2BnR+8BjiBXlOEHtpmsyEwMLDBv+MHyDwlj64ZYkRQPg4O7gY/Vz1AOfv3RsL9roOLgUlzcemXIyjKPovM3ZthtVqRnrIWYpEYDosJ6Ts2QX+7BAqNVtCbKMhB4dmTaBvTFzGTHoO2VWvmHe7j74/u8VNhqK7EjczTTGRQX1aK4K7RGPO3D6ELDXcT99Lr9Ti1eS0ytq2HSCRC3LIVbnZ4xNFK27reberHw/wp6P+37xaN0GUrcONCDr5/92VIxBIGsb9TkAZH3r92Q6JQ/S6IC77pGzL/OUh1/jDUVGDvq08x3+Cug0cyTQ4KRvMQAR0GDsfhj99Gn4kzMeaFt/Hte8u9Hrj4h7fH2Bfewr53XnZTqe0yeETjCBWR+5+0ZSMYIyUtHuJIW0ieo+zJN/QPb4+p767F0U2fwWE24cj6jxh3sVVEN8Yfp+0iidHZbHYG/7Loa1Gmr0X6N8lsI2KsLIexspy9VlH2WeQd2M7gZhU3r7EiIufQAbTt0Qc/rfsn7p/9NG6cPyOIDKl9IBKJMPLpV9xsjkjUiNAgdxO8QKdKpYLcdQz5ph6o56uSBVJ4dG+MfeFtZnNLw8eHXl4Jv7C2bk1KUzoVpADdZ/xU7FqxFIHtOsFSVQ6Vzh8DZ/6FnZum0Ds02KFtU7ue/SDx8WMNXHFBLgDg4okfG9jkKtRaOJwOYVDWLQZ9EudCKpHiwIrFDPI29sW3kXMw1e3aJ3oQn1/+k4YXQ2c/w5x5svamsIEBCQdS8XT++z0ozs3E9VM/o1Pfwbjn4YmovF0CkUiEqLFT2OsRIoKu9ay9KYxuR/cfPcxJAIrOOyl6R8cnsEaV/vS0ZeS3/Xzz6h/eHuOXv4t977yMnmOmsKFWc1aBPMxUoVBArVYLwmO/IZeeb/pate+E4CdegMFgQOHFPJzZvhGRcZMR2qkLy3OejSd505O9pa+vL8sXLUFd0LlurhHnC1p69vHDCh4J01gupoEIDRfo9/RzatJ5dINYLGaFJLmmkAAZFZJVVVUAwNAUANgmi4YYOfu3Im3zGigUCgya9xw7hmazGQ6HAz4+Pm6aD9SU8FQaEhql9+UFDu82oh8Yg6vpx9F79KPsOHpCj/nhCX03T6oUP7ziG5+mqBW0PadNnN1uZ/oSVbduIHNXMjoMGo4zJ37E4OnzG813/PaedGZIA4QXFKyoqIBCoWCIFtowEqUHAEOD8NcFD8em6w+oR4fcjYjpnzn42limUrMlUkjXKMS/8RHkvoFo3b03IBZDJHVtw6UydB87BbmHD6Ds6kWUXcpDxs5N8H18EY59tRrtB9yPQx+9KdSW3++CvqwUhupKaHz9ETM+CeqgEJze+bXLBeR/3UQBx77wNltYlRbkQhcQhLhlK5BzSECbhkf3ZjoHRzatqtcHmL9UuEf8AvHo6x/iavpx7F6xDLevFGDnq894VRtTM9RjXCJsNoFCLvMN+E2PP9/0XTv5E0OAEtWVNBk8czFt5Gn4RvmLhm3N6Q5R8LmY141oSqvBU0tG7icsFIluRvcLP3T2pjbmPwf1PPQ7kUiEuopSN4oH1cae39Nut7O+iVDRRAnM2b8V53ZvdqMpn9q8FsOffAm6oFBm33n79m3Y9VU4s30jokaMxpEf9qPH+ESoVWocXPshQ9qTaLS39LbGYvD0+bAY9HBazYgePYENT/imHqjXOaTzw9clRDekfJy1LwXpKcISbcDsZ5t8tlI+NpvNuHEhB7mp29DjwbEw1dbAYTah/GJ2s7mYqI+A8Aw/9PGHbKlfZ6qDTKVBzwnToNVq3foK/rql80R1mjooRDgnjQz36VlOqJq7ETH9NfG7Zn3/8PYYt+JjnNq8Fj0nTIMTThiqK2Ex6uG0ChCm0kv1EDNtUDCbJl87m4aQe3qg26jxKEo/iqgxU6EOCsGwZ15D+Y2rOLBiMUovCPaQca/+A6rAYGazxruB9Jk4E0qlAr0emcH4rpR46CYkldr+U2cLQnVV5fjpiw9grK6C2tcP989dDI1fIFPzJQ/gjJ1fARB4/c01ONRUWeuM6DshEYWZab89j881AGjXsx/CIu5B4cU87Fn+JGvemqK4UNMJANuXP4WMHZvgMJug8fNHYVYG9v79r5j+jw1eNXQ5hw4wlVoaYjT1vT21Dxqz/aOgRO35YKHJMm2B6feU6K01FVDpfBE1Mo5BtIk/bjabGW+45MpFgduZny0gUjp3g0Jbr8lBuhmAIKpTXXwT+955WXAmMNbi5MZPYTHocW7PZrbNID77nrdfgL6sFAUnf8JDL6+ELjTcjYdstVpx6qvVzTq5eBP0ICZIYWXhdWxZNocNKAjxAQBRI+PcmnlCTlw/l+YmYFp8pQBSqdSroUqH2EHoOngkjqz/CL4hgkiRzDcQEoUKvySvRu7hA5j2wZfoEDsIQD2Fh4RzYyfOQL/Eeeg9caYbDP3BJa9j9yuLYKwsc9MNoeg5PhG9Jz+OAQlz4BfWFv967xUUZZ91czIhO18Kuu4rC69hw6JEhtD5Nd7jf6aQ+wUyylKfiTPZz6lwpAY0Mm4yACB20izhAdYqFCOXvAEADL5N96VYLIbJZGJ2fmKxGEMWLGMcfgAsF9MAUrDLbItRi18DIBSRNcU3ccRlu0ZuOoDQDOn1eoFCUlaCnP1b0POR6bBYTUh1CdcWZmWwbSC9350eqjzM1KGvwrGvVqPH+ERogoP/zUe8PvjNjVarRWXhdZza9Bns5jqG8oloQluFCh1e44dej5o6b4sIGgar1WrWSDbWEPIFLRWpJKjoyVdvKhfzkGI+HzcmoEmFoNFoZIsHhULh1tTzWzadTgeLxQKn0wmtVsu40DqdDn3iHkHR+dOIGhHH3HP43EHbaT48ec006LDZ6m0cvRWkayqyftjv2uztx333CJo/TXG1qfDnxeH8/f2ZPgadA5PJxKhTzanq0+CILAl9fX2RvXcLjm/8BJdO/oiS/BzoKysw6c2P3Pjc/NCEqCdVVVWMMsQHrx3CQ8cBMJ0UanIkEkmjgzr6rISutNvtKL9xFcdWv+e1DeifPfjauH/iXIg3rxbQr5E9oQsJZwKNZrMZvabMgVStQXR8AmS+gQiN7oOyqxcR1PkeRAx9EF89OwtF2WdxNf04inMzIZZKoS8rRVj3XpDJZEjbvIZteKUy17UU1g4iiOAX1hY+rULgGxrmtrCKGhGH1HeXI2rEaADu+l09xiWgtqIcdTXVjNZLtbGptoZRTwHvamPKx7rQcAyZsRBHN32GwBkLgd/QSYYf3FITy9N3B09f0ChygnIxIIhM1xQXImf/VvSZOBNyv0DBWvIOlpx8UC62Wq0Ncq1neA5OieIzZMZCtGrfye3vtrQ29lwQ8vf7ya/X4Jfk1UwsNjZpHmS6ADY4JsoE0dVo4EuDZB8fH5aP+4xLwNDZz+Dops/QY1yi29CVqCDHN32G9JS1zIXQaDTCYTa56R3Gv/ERZLqAX0Uf8wkJh0iuwC/Jq1ltzIuAeuoY8YgPQpDSs4Hy8f2zFkGpUKLHuESvhioKhQL53+3E8Y2fCIgVFzX91oXzKMzKwKVfjiDp/S/Z+aVlPL2nUqmEsawEx7auxfWMUwCERaxMJmf6GQFtXnLLwUA9fZdohpSPeRpkY9beNPz2FFf/PeJ3H1eHR3TDQ0sEOO6plLVwWsw4l7qdCQ5GjYzDmV0pgvDh+ASc2VXP/y+7lIf8Q/tgNdXBZDLj/r+8CIlEAt/WbTB6+QfI2puCflMeh09ImLD5q65A2tb1bgIw6qAQ9H/8WaYOTtBMoN4HV+MXiLhlK3AtLwun1v7T7UYBALFIDKWPjokomUwm9H50hpvd6teLH8PYF95CzqEDiBoxusGfRNkAwBqt3xJxQRv72Ikz0DdxPioLr2Ovy6u6JSIrVCzezErHyGdfR/DJn1GUfbZJuoin9ScvckmokzO7U5jlF29NS4rXpH3A85o9C3PP4pmChh2e9BKWzIOD0d71udvE9GtQmFESytiyFsW5mQjpGoWZqza7UyFcDS9/7k4kr2HnlK4Tdo2PiEPOoVS07RGLn9Z96IY++e7N5zDhrVVQhoS7QXp7jE+ExaBv1snlTnH48/eZ7WjM+CQYDAb8/Om7jVqR8nojfDQmYJruolR4a0nKXwN1FaUw1uphMxmh9g+EvqwUu1YsRbuYfg24smHde6H3lDlQBQoNpd1uZ1Pidr0HYObaXcjclYyOg0Yg9/tdMNZUQQQR1L5+GDZvCaPd1JYUovD8GQDeO5nQd26pQvOfOTQaDVp37oqOy1awTShd71SwGI1GqDt1QcSLgk2ap+o83wRScyUSiRAzPgkikQiDpy9gQ4Yz3CCCmlLa6JCIF+XjE1+8j2MbVkEsFjdQXweEJoj80K9nnEJYtxh2j4V174WIoQ8yqKrVasXVnPPIO7CdQWd5m2GnSigoxGIxE5i1GPReW4jdTVBeosb95GaBRhk7cQYTvGuuCNNqtaxoIRec5mD+nvmYHwbzmyQ+v3oWSHwjajQaG2xjmsrF/Pfm83FjhTUVgjQYo+9Igo20KeJRBTQYo89AVCEaluccSkWbnv3Ya9HQCABDggBgOYXenxcJpXxMXGVvN6qNBQnCRcZNdnP+oOCPoac4KX0eEralJY1EImH3iTdDFU8UTL8pj8NsNqO29BZK8nNgs9e7nNBgjJA3UqkUdrvdzf1FLpez4QkhacRiMWtEqKmhrTQApglAOh53CiqYj37+bottQP/sQbWxUqlEbOI8OCUydI8XHMk883HHF95mA+bYhHmQqTSImZCEzF3JKMo+i+AukQhs18lNIyOofWc4rRb0mzQL0Q+MxbHV76HvhESodX4w6WuQ9+O30Ffchr6sFEqtDnHLVrAhfeq7y91c2CorK+uXO76BkChVOO1CMvO1cVDHLsL/2ndGVdENFGZl4Mf1qzBkxkKkbV3foDbuN+Vxlo9rSwqx97WnBTe63/A8swGlS2dpQMIciOQKNrRoSW1MA3sAuHfO4jvSRTxzMX8v8q5DjVHZyJ2LtA/Stq5nziKeYuJ3XRtz70l6UrxYc3F+NkRyAcVGyL/GqBD8n4B7Pu4eP9U1GKivOfjh65AZCyERS9C2/324euIw+k55DKdd31PtH4jCrAyc370Zg+cvbRHa0DPILdHpdLLamK+HGhP4bqyZ5/OxX3AnRumh3zcXA5PmwuFwIDo+AZaaShQcOwSfoBAEde6G4txMHNn4KYY/+ZKb5gYAGMtKcGrPZuirKpCTuh0ABLmE5SsFsW2dLzoMHI6Taz9Ah3uHIevATuH9Zi1i1uV03ikfe+tk4imu/nvE7z64oJso1SXOovYXODcKjbbRZomEGokfb6wshzogCDETBDETEnnzbd0Gwxb9FRaLhV34p1LWNhCA4cW4SJGcblDelgsAzu/ejIxt64Ut7+RZMOv1ULgetkfWf4R+k2cxZwVNq1D0n74Q6ZvXwAmnm44D6SLk/ngAZVcuIn2XQC8IjYyBXKXx2Hb/NkFCfD3HJUKq88fBf65otGFtLobPX4LCnHMoyj6Lo5+9gweWvIYL/9rTZEN9wsXVAoQHHi9ySU2GvrqCqWjTsIcm9QBYs+gJV24sGfMwYqlUiuIrBTi1eS0iR4zGxSM/YMiMhbBx/HiCypK+Cb2mzuUHzcTaTEJiD4mI9OpYkd1m2x6xOPTZuwA8rnHXkKPHwxMAAG2iezO6xt7XnsbUd9dC4xfIFO2VwWFwOB1I377JKyeXxoJQPgHtOyOoXUcYDAZIpMKW1ZsGnoKQMD3HTMG1vCxcP5cm/MLLvMXrl1jMFogVSmTs/AqRD8ajuvAGfMPbubmTkLMK6XJIpVLG8SYouVKphKh1WwxZsAx1dXW4v1uMG8fez/XgqSy8hnXzJ6HsSgH829QPyZobBN2NQvOfPSgXkyAXPXj4BsLz4cxP2Zk2CcDEvOh1dKHhGDx/KcQuxBL5vwPA0IXPs40RadaQzRnlY/4BTvc0NUtyuRwqlQoDEuegJEcYFIdFxmDo40/BpK9xqeynIjSqF3x9fVFTU8OGHBaD3s3pxiGRMooMADicAt3gtxxQ2Wz1yt30ve55+FHU1dWhf+Jcr7ngnkUDwYDvRBnxzMc0DKbNGBXMFRUVbIPPK6Z7bp48i17P7+kppEivT9arVKCSMCMNvogmQE4D5E1Px6umuBBZ+1Jw/6xFkDajZULNeOykWW4bNL4Y9dwU0XCD9K1UKhV8fHxgt9tRXV0Nq1Vws2lsiO5NEBR3yIJlrJHnhxbecrWt1RU4tekzDJw2D9UubQ+6T7xR1udRMFarFVKdPwbMfhY1xYVQBwaj54RpbgUybVRpiMO7mPCaGzT8t9lsTFyV18OgQQzRTeiYeNN4SKVS5hD2n5qPZboADJr3HNuGN5aPabgnk8kYP55E/kxVZchM3QFdaDjU/oFo17MfMlMFDS9BlFxwFTObzYh/8W3UlhQyoXFtUDDa9oh1E7ume4i0JnguvFwuR/+ps6FWq2Ex6lltHB7dm+XZjrGD4NMqBCHdYhA5ZjKOuqw9qTa+cPQHlBbkMmtqslv9PWpjQjmRzpLFYkHUmCmCM8Ns7xGuWq2WIRdjxicx6qS3uZi/F2l7fnJ3MqLGTEFg2w4Mss+L69J54C1NvR2UeOZiGvTfsTb29cXUd9fi4GfvCtaxYyajprgQGTs3YUDCbEi9QCny+fj416uRsW091Go1s22la1ytVgOtWiH+xbdRWVmJsOg+kMlkuH/uYqh1frjn/oeQtvNrmPW1qL51E3LXQuRutv587pUr5JC4BDSBlukYUT7uMWocjh4+gHsenghNq1Cvm3pev+T0ti8ZWimkSxQiH4iHxaBHyZWL0IWGC8/AvSnoO/kx5B3Yjl+SV6Pn+ETExCfAbrdj8OynERDeDpaqcojFYuT/sBdp2zcwNB0AlF+5wBBQNpsN5eXlTGAUaBx96RktdZL6d8QfQhCsLLwGk74GoV27s6nmnSDmnvz4kM7doFKpBHsmbuJP0MfSa5fwy6bPYLfUMQEYQkBk/bCfXUy1tbVsixMQEMCKOLKBiX5gDOM68cmrsvAaa2J8QsLY9PPktg1I27YBPccnok2PWFjrjAjrFgOzUe+6UISL11hZjpBuPTB4wTJcPJwqQOwX3NmJ5NcGNa12swnGshLcyj0LoGUNKyCci+n/2MCa7J8+flvYdm7b0KiAIdkf0YOHzn2/SbMAkaAD4d++C4I6d0NhVgZ2vPo0yq5cRLdhDzORULo2aPLJC/V4Bi8A59BXMSoMiS8qFAp0j5+KU5vXos/EmVAHhQAQ0DYKhYK9LhVdxBlU6/wAeCeMydtt/rTuQ6+v8WkffMmO65ZlczDtgy9h1fqxgo41ir+yqbLZ7IyH123UeJTkZ3ttRcp/t8zvd0NfVYGSAoGL2yLtDdd3kMlk6Js4B1KpFFFjpyAgvD0qbl6DXKWB02aBSCZHrymzEdimgxvXTq/Xw2g0smKvsrLSDWLNw+F4GNuJ5C9QdqUAAGCoqmiRpe9/ymaPD9JLoI0qv4VuKmizQvnT4XAwMU+gvgigYshqtQr2ZgATDyN9CyrCJBIJa+YtFgv8Q8IZN7eyshI6nQ6A+xaofbdoTP/HBiZq6x/eDpWF1yBTadD14UeZvpFMJkPk8NEoycmA2ahnNsPBXXsgelwCjGUlOL9nMyLjJqPX5NlQanUYPH3Bb3XIGWqFts8OhwPa4DAMW/RXBAS0jMut1WrZAIjXF2jKjs8zH/PDeqJnAHATU1Mqlayo5ekHBN1vqmjhczENHXhxSUJy8DQMPshpgq4LQoLU1tbiVOo2pKeshVqlbva+pGZc5KJ3eGOrSc8aT9EyEoqlz+eNiGVjQZx6oB45RvdES7jap1LW4pfk1XA6nbh3zmJ2/qkW8ib4hUD9ELgNG+jR/UkNBbkO6HQ61pjRz+hz8wMiQqlQ8EhGvmGwWCxec6X/Lx8LwfPjq6ur0ap9Jzz47Ks4+P6rAARhWgDwaRWCfpNn4eIJQb9B6ReAfonzEDlmspBfg0IR/8ZH2PnCPJQW5OL7j95E2ZWLyD92ELNWbWbUWonLrYZEeSkf+/n5oUNUD7faGHDi4GfvwVhTxTTrwrr3grW2CnZzHbN2LcnPQWCHLgjvdS86DByGb99cgpK88+g5PhGDZy3C4OkLftPamK7BiCEPoDAzDR0HjmjU9rO5kEql6BDVA76tX2L5mNCEjdH3PHMxnXs6tjRsdzgcGDTvOVRVVcFut7NGmmyfAXdL06ZqY35QMmrxa+yepFzMD6n5fOxZG0Ptg/ueWs5q458/fYcNH9pH9rjjMbLZbIDaBwNmPwuxTMZoqHd63nrmYpnaB6MWvwaDwQCxQonT29Yzi/Zfs/UntMyNs6fw0MsrEdyhM9Pv8SZsNhsbyBEqxWg0Ytiiv7ZIe4O+Q+ykmYDNwhz5JHI5irLPQq7RYtiivwrPwC1rUZx9BmNfeIv1qiKNjlEvfX19sXPlq26I79tXClCSnwOFj48b/dlgMDDkJokle2vpezdOLr8m/pDBBW3/gzp2aVHT3iF2ENrF9EPa9g0ouZSHaR9+BbVvACpuXsMvX30KqUyGvhMSceDtF1GcmwkAbgIw1HDpKysgVijR69Hp0LZq7S72desGa3aBxm0nifJwInkNE1S02+2IGjNF2BKOS0DOvq3I3LEJ/RLnITp+KsquXcKwOc/iwrGDMFvMiE2Yh6y9KTi3e7ObLedvEbybiESpxJkdG1FakNtsM91UUJNNvP/Adp3YdN1TwNCzwKBzL+ghLEFdbQ2Kss/AyYpW4aatKrrB7L9oOEQPyTvZrdE5PLJplbBdJfFFl7jkwKR5OPbV58jYth6FGScRGtkTfZPmI7BtBzfxVULlkJ5G3wmJKL6Q5VWDz1My+Pf1hpLAH9fDn7+Pca+uZNzhvo9MQ9mlPK+HDHzw14BS68PQChf+tcdrK1L+uwV3iUSfiTPx46d/B+A9EoWCUBuxExLRvls0fF02imKxGIFtO2DcqythtVrdGhf6PdBwykvFB/FDCdpOnD1+M5H747cou1IAMT3kvHzWeW4s/hOCt1ekZsSbhkcqlcLHxwdXc87jzI6NGJA4B+ER3QDUb6tFIhH0emFgqgsNx6C5z0GtVrMmlBoi/t/wzSDpX9C5b+wB6h/enhUxNpsNPiHhuHfOYlaUUVNccORfKMo+C4vRgKCOXRAaEYXBc56G0wnsfU2gzNntdgya9xwGz1/6m3I1+WaNuKTA3TlUeBZ1lZWVbg4RnhsTPh/zyA9CXFDxSrQfQGjQRSIRTCZTA+jynfIx3Zs8V5gXlyTePmmeSCQSOJ1O1uzy4qs0xKDvO2TGQgBo1m2A3/QTV9dbLjTpetBnp+9I+dhUeRunvl4jfJYWFm78sfW0H5bJZF59PpvNhm6jJ8FoNCJmfBJUKhXsdjsrPlsS9J4kKkjnwa6vwqmv12DgtHkQKYPZIJKnbAJwa2IJkQII1wDZ2vK6OTTs4ZElLRkENYbm+U8IysekEdCcsDCFQqGATCZDyZWLyNm/FX0nJEIsFqO2tARl1y/BbNDjgadexlUX972q6AYm/e9at3Mp0wUgNLInSgtyAafwUCzJz8GJ5C8wavFrTIyPGtrGzhGfjy1V5ZAoVBDJ6lBSkAO1fyCKss/i4PuvMeFR/7B2CO3aHYOnLYDUR4ddLy9CSd55hEbGIGJ4HG78cgS/ZW3ML4QuHTuIouyzKDjyPdr07HtXQo+Un4j3T5SyxgQMPWtjOvc0uOw7+TGIxSKGoqGgQYNCoUBtSaFbTeLQV+H71e81WqPwKEYanHqKXtPzmtBTZLt9p9r43sS5sNlsuDdxbrPHh4b2lFvlnLteS45rbW0tfHx8MCBxDtRqNSKHx+HUun8IubgFwyag/hqIGZ+EW1np/4+76w6Pssy+Z3qmZFJJQkLVEEkIAYIBqVIsGCCgEEiCwFKkLCgCIjZ0FWXdRXEt7FIEBDR0fwIaXAtFOiEEQpoJSDMxgfTMTKbP749v7pv3m3TcdXd9n2cfWRJmvnrfe8899xyU5GUhL20Pgv74Ass9WqNjROMm5toawGFDQNf7EDM+pU0gMlCvXxJwTwSeeP19QbJgxyZ06hWH8zs3olvcIJzZ9B76PDaeASTZ332FIfOeFzmv0J+paV2cl4VRi18VxmQBeAeGwFJbK2K0055MgHRrgaDfOh7/5hG/sugGbmWdBwCUXStE5LBRbUNT3dextCAXxze9j4RX38WRLz7DJbcwYv7Rr2Esv8Po5UJh7hI8cd3aAnU11Ti/ZwvUajUGzXmOCZvI5XJkpG5kon3N0dOoAC+7dR1efoEIH/IwCr47KCQkLgEtk0gkiBydyOYOr5w/hZFL3mA2g71HPY4fvzuIouzMVluK3s06nfox6/rHPf4k0v/vU/SdMBUj5y27aySbn/u/fSWfqfk3577A33u6j9fPn4Sh7DYAiNwd6F5FjYjHwbdfQmR8ItrfK9jN8o4Cnih2bWmRyCWF5sVJXBIQFISvZ5wSFLOv5KH82o9sNINedkqYaU6Y1+NoqcCnQOEX2onT7mjddeav662s86gsugmlW7358jcH3ADcS212tyBHmcCu4VApVbDVVCAovDtLHIXvajgyQcU6zaDSubWP6g2Fj/9dIdw8ayPz0P+hQ684FqxJ3JEYIQAAUy3Obl+H3o8/CZVfIHMCAIRuJb+pOhwOJrarUqlY8FUqlaiuroYmMAQT393CwEmNXwBq75Ti89cWYfichorn/Pnzop+/l24fFVBU8LRFbNBoNOL0trXITdsLqdOOzis/hE6nQ0VFhaiAIu0Km83G3i9eiZ30BpRKJbtfnl2j5p4zSvjsdrtIIZsYeYAQj4svn2f3r+xaISp+vobQ7jEM3Oyb+AfRNfl3LXrn+HNuDdOlqdWWZJlffBKp1WoZg4b/XM/joveNt6Ok6+9pUUmfy3ffeXFJoroTYFF28xqy9qcyEIwEs3lwhZ5NYlHIWuiGUYIuk8lEAnStXQTk0Gip0WhksefIR6tYd60t8ZgSZRLy65s4HUFB3Rn7xOVyiYB6z3/L6zBpAoMxdP5yFivpv22xBaytrWUF7/CZC6EJDIHVaoVer8dXH74pjBQYajH0mRUAhDFKT0E2Aq+8vLxETgIGgwEqlYqByVRwEZjFswuoSPIc4fU8f15vBWi8gP5fXDzIRiBuW55ViUSC9NT1woy7zYrhc5fgs8V/QNm1QpRdK4RTKsPQBS/j5IbVeGjRa+y95u1+B05fAJlKjaiRo3H5wA7cvpKPqBHxImCtpTEkigent/4d53d+jJixSYhLfgqGOyXI++4ggsMjWTORKOuH3nkFod1jUJKfhbDoPkj8y0Yc3/4PZOzc9G/Vt+BFkgdMEfL9PhOm/iqHBH6Ez263s3HF5uIxf+9pr9MEBjOrVR5goHvl5eWFtA/XMm2L+GUrGauCxuP5mOQdHMYc7miP5cUlATGDj6x0B0+d12xu3NpYDIgBW0/tjrZcV5vNhsqim4wZT7lZW2MxIN4jwqJ6oWOPPhg2YyEk7hjaWAMAEMdiYivqQ8Lg5a3HudQNiEt+Cnq340lrFzUTym9dx4m0PRg2YwFCunbD8IUv4cym91CUnYkDq55nNRMZHAR264F/rvmTqIFUWXQT6bu3sM8uu1aIk59uQN/kpwSNx/I7kCuU6DV6EqqrBWHd9J2b0P2xidAEBjNb8aqqKtG+3dj58+6cv0U8/s2BCyqiae6urWKDsQmTkfOdoHVxK+s8iq7kC36zNdUozslE+bWCRgV1eG2ByqIbAn2xzoja28VQ6P3rkyLOeaPZYtP9e2XXCnHnu4NsFAEAbl/JxeR3BHsfh8OBuEkzIJVKETk6kSmSa7VanPjmALOW+nfN8NFoRsxjEwAJ8MXrz6LsWmGrhRSbW7EJk5F35BBKCnKQeegLTF69iTlU/D35YeYOQcVfdWkxc+UYPmcpjqx/VxCC0vsiYvBIjFr8msjdoUvfAfj81UUscQp/U6C5Nad1wbMdmnNJIcXsa24A4/im90XjAg1Und33u6kCn7/epW5rzpsX05F/9GsAbSt0+et6Yvs69J/5LKxWKyLjE3Ez80ybgS4eMJLI5Di/bxvUeh90XrYSMaMTkfP9VygpyGlUUNZUU4WMfduZVVvfCVPRL2UOej8xFWq1GjJZ60OIp0NISGQMm8kEwIobKrqISkx0aOqIU8JcV1cHq9WK8lvXcXH3ZsGdCC5IIIHd7oCXzhuxSbOhDwljM9xWqxUKvT8SVn7EAC66R8V5WRiz/C1c2L9LEAdOmMw2xJ/ST/wm87b/qUUCem0RG+STjp+zMlBZdANS92gTUC9yqFarRcKJQL2mACUM/ObHd25bQ5emRI9nehBjgAqAdp3vxdg3PkT6Z+thNRpRUpiLouxM+HXogtAevTFs4cvwCRHU++/WC76lRXEwbtIMqPV+IktTtVr9qzoV1NUh8IYsJkmvgrcl5Ys/QGB6AGCJh0wmg1KpbNDt9fHxYcJdPLjjac1HixdUbc6ak0ZOcr/ajcw9W1CamylyqaLxEH5WnL6/OZCJLwbaQn3lF7F++LEWWncbjylRzti5Edlf7gZsVnR+432o1WpRUUDgAenG6HQ6FvfomIhdQ/P0xF5pDb2Zfw6IJu3l5YVBc55jx8CP9KnVagZG8Aw3SmA9GTKAUID/crUAOV/uQs+EJOiCQlnRQqNlRDmne0WxmoRYeYeC5vRW/tcXFdEEurZVbFCtVkMmFZ6HW1nnWS5EVu0ulwudYx9A712HG7zXANxspEg8/OyrkEgkuH76CLLS9jHR+NbO/NPvRbtn7ftOnA51QJCgmxIYhCFT58NsMSP9s/Uwlt/BzUtC19hiNCA4IgoPzlyEU59tQJf+wyCTyv5t+y2BhNaqcpzasQE2mw19Js2CT0iHX901pue14ucbOLlBKP4VGm/YbDaUlZXBz8+PAbdE0ad7Te85gZCkL8EDDCqVCpWVlUxQkq7RgJTZLFfxjEk8UN1YIQrUg+C1tbX4YfdmXDqwAy6rpdncmO53UwU+f73pHbdarWz/aUuha6uuwKmtaxE9Jgl5aXtwLnUDO19dYFCbYzEdU01JkeAamJfFnPuunDuBL99+EYPnPg9J7AMNgCNic1IstlWX4/S2v8NhMSNu4nT04ZzaWnMcPCBLVqoqlYrF45jxKbhx4TSrb3iDg6r3XoOx/I4AcC14EXV1dTjrHluJSUhCzNgkQAKE9R2Mszs2wWaxsLyXHNjo9wEwgIvuEzGZaS8i1y76Hdrjf6t4/JsDFwNSZjNBnsrim8g/+jVTMG5pUafWVFkOhZcaJQU5yPoiFUPnL8eElR+g4OwPOPrhWxizfFWzRTkvEEnWN1qtljlvtGTrSL8X+dBY2B0OhPbogwcmTat3QMnLwtH1a4S5q2TBfpH846mjZTQa0TFuCG5mnmnxeH/NImYI+YLTos75r1nk6a3xD0THfkMAjTcmr96EDVNHMXeIiEEjmcJ0SIQgOtex1/3C+bqTop6PjsMTrzeuMUDH6bJbWUBsTuuCfr+l0QXSTfn8tUWC5oFHQ9fTwWT4nCWCDWhBTpOWmJVFN/DZ4j+gtDAXXno/mKrKW2TuNLZ4r/SBU+ZA6g4IynsjkLLmExzf9H6bAD/Gtri3O4YufAW3zv3AjunyNwdgqiiDxj8QRdmZ+GLlcyIh2XsHj0RA1who/ALRd8JUkauH3W5nmh/FeVlNshb44yDRzbDoPkh6ZzOMJiOOr/src5ugzZAXf4semwSzxYzosUmMaqxUKmGrqUDGF6kwVlWKXH/4dedKHsa/tRYB90SIBAg1mg6YvHqTYHNcU4WK61dF42R0TgRWEBOoNSM//0uLF2Ei68K22DvGpcxF0eULKC3Mxffr3sH4195r4NDQ0ow2CdJ5bn6kv9Dc+AoVkpQE0p89wRCDwQCF3h/Dn/0TnE4nblw4g+P/+AscDjuKcy4i9/uvmPhXa2da27pOfroBJ7euhdPpZPodtP4VLA+6l5RseHl5sYKQEjSKmySqSKAQ33lsa7exKXEuPlFujabE8JkLGSuGTz49BSRbCzwQQEBAFtD268x3+Yh14eXlBZlMhvZ3EY/55F1GAJl772lMP4PAOwAiFpPL5YJKpWKuAGSVSolvSzaMPKgEALETpkGtViN6bBKLweRuodToMOjJuewe8EAVTxHmR4x4gIdAEYfDgcFzl7HxERq5ofeNGFi8CCt9DnWBNRoNNBoNs1b8PY2JaLVa3LnxEy7s28b0t4it1tKiTm3EyDEoPP4NSgpyEBTenbmYXf72IKJGT2qVRS7d557jktncPN2HlvRX6PdkMhm8gwXdHh8fH0GPqkNnDJy9FBK5HAqVBiOXvIEj7/0JpspyeOl9mfbUsc2Cw5rD6cDY5avu2m64pVV0JR9nd2wSuQbKVGo8tGjFr/5sAtkuH9iBC7s3oygrHZNXb4JUpYHT6WS6EQTE0T2hkS3GutBomtTZoA7/sAUvws+tjURNOdJ98vx9oGX9G4rXSpUAaLeUG/NxpylLTIo3noy+tha66bu3IGPnJsikMvR8JAFFWel4cOYi3LqcwRwp25Ib0x6RfXAnSvKyRI2pr99ZgdL8yzix/q8I/WgXi8U0TkH7rdPphEqlwtl923Fpv/AchUX3QV/3dbPZbE2yFvjj4AHZB6cvgNRuh9lQU28xbDMjNDIGod1jAIkgbh8TPwG6wCAYym6zRiDF1NgJU+FyuRA1ZhJjfpxYvxqZe7agR3wiosdMgpfKC0OmzYdCq8XgqfPgslpgNRkAUy1sJiPO79mKmHEp0LYLEbEqKB57jhr9VvH4N4/6PBU+ODwSEYNGtqqwqyy6gW0LUhhbw1RZjqCIaPQcl8xe/h+/PYDinIutovOT60P0Q2PYRnny0w1I37O1Wc0JKk6LsjOhDWgHY/kdDJq+AF1iBzAHlNOpH7NxlNLcTCS88SEUPgEiSzC9Xo9b6cdRkpd1V9T/1iy+004+3RaTEZU/X2+VyGRLi0d3r585itDovlBovDH5nc34+p0VCOh0D1OYHjLjadz34KPI+uYA+kyYijs3fgLQMkhEx+l5vE0JwjT1+02t4XOWsFvNBztPVkfDEY7636V7bq6tYc9FSGQvXD3xXZvFT4H6Z3PM8lVQ+gagrq6Ozb3K9X5QanU4uXUt4AK8vPVNai4Qw+FaxikAQJfe/dCt/xD0HjGKBZjBU+fBYqiF02qBRCJBcX6W+18LUddQ+gvKrxWg/FoBeiUk49TWjyCVStFvyjxo24Ugbspc/Hw5A6UFuSi7VtgoCEnXh0ClkIgemPLeVngHh+L42y/hXKrQ7SBxKU/xN41Gg+gxScg+uBODp86D2jcQgOD6c2rb3xGXOJ0JffHr9pV8lORnIWPHx/Dy1gt6NL6Ci5HJZIJC481Gt2w1Fcg5uAsdY/ri8D9Wo909wnzitVOH0XNcMnzbd8QjMXG/q0QZEFNDW4uY890BTWAw2kf1Qvm1AvauaDQa3Poxl2lf+PlFt/iZPEhBc7tRoydB6RvQ5IwpX3yZykpZwh8U1bN+jthdqFNHiwq962eO4nZBNtp3j8bAaX9Er/FTANRbfP6rk2VPPQJrVTnObPsHohOSoGvX/l/C8uDvJX0nFQ3091Rk0vWgva+u4jbTa2jOpYOOkz/epmJxW1XZKek++ekG5iZD/84zHvOAm2eXj4ppnpYMQJRstmU1Nsam1+uFMQcuHvNNkJZGHBQKBUbOfx76gHYs/9FqtYw1RB1bnsXC64HwzCJASJ7NZrOIot5SEUGgkkKhQFBUTwR07IK6ujoYDAYmKqjQ+6P/zGfh7f4cugemslLkpe1Bz4Rkxqaiglej0TDGACDokKjVakSNngRAaNrwozsU8yk/InDKYDCg4ucbuPTFZ+ifNAsKH38olUpYLJbf1Hrvt1pyuRz5h/Yi0z3GPHT+8lbHY3J5un7mKMzVlexnTqcTEq03eiYk49yuzZAnz0Ln7s3HY4rFAV27Qe/WcusxdjIUen/mHtXUcVRWVqL81nVkH9yJ6LFJCLmnG1QqVaPsApvNxlyc1HpfmGuqENi1G8a8sAqZaf8nOFbcpWtPS6uy6AYbF40e9ThCInrAr9M9iBmf8i+JxRSveiYkMzB217JZmPiXDVDofCGTydi7otVqUVdxGz9sWAO5XI77xycj+7uv0HNcMnTNuHQ0FouBpoVrm/r9ptbwOUug1OgQMy6l2Vjs4+MjGuHgf5fuOT/CSQDl3Wg6kSPJkGnz8cPHfxP0Hb49CO+gEEg03q2KxXRcPOswbtIfoNFoRI2pMcvfwsG3X8Lwha+IGiO0KAbRuGtkfCJMNVW482O2YNN6YCf6zVgEu90usnv3PA5+r2KMF6uJuZ9JFCqMfWEVTm54h9WnY5a/BS+dHmZDDQxlt6ELDMKY5X+GXK3GifWr0XNcMhQ+ARjx9MsivSo+FqsDgqBWq+uZtr4B7PoV52UhtHsMzu/dCpVKhSHznkddxW2c+XQDug19GNdPH0WXgcPx47cHIJVKMXzOEsh/w5G9/0gWzopFCRrM/3vO1NN/eXvMe/s/CLV/IPpMmArf9h1Z98hUUwWgdWwCXrNAovUWLDNHxjPtg60Lkt0aGUsAoMGcu0KtgbH8DsKi+4gUcSloVBbdwC8/XmYP8JB5z7MZcoVCAbPZLPJEvhuNi6bEAvlCuqQgB8ERUUzsMiZ+AjS+fncl8Oi5/MI6sxmrPqOegFwuqLYHdOuBhbuP4M6Nn+DlG4CBU+ZA6RsAm82G/jOfBQCc2Pw3pO/ZymhZTS0ScWzt8bb193n2DV9086wOsoYaMnMR68LzYxXEKOEtwLR6H4RE9IDFaGjTKBSv/5B7OA0D740EAOZ+A4AxD8yGGpGdFv8Z/EgGICDAI+Y9JwqclUU3kL57C5RKJdIPCCKxZdcKG2iNXNi/E5AALqeLdSZ8AtphyLzn4RUQgJDIXigtyIWX3hfVpcWMkeT5zniqhFdXVyMyPhEOpwMd+w3BwbdfcovA6ViXXC4XVPbzOBeBQXOewy9XC2CoqmDAV2PPEHsP3Nep8MwxPPryuwi5pxsbRyE9gICu3dB52UqkrV4hvDPdY5D7/VeInTANSp8ARjOXSqXCLODuLb8LkU6eGtoY1Z9nNTU2z6hQKDB87nNQeevRd+IfGF2cFNHVajU6v7CqxePgfeuJmVNTXoahz6yAy+VCZWWliL3BF4GmslIcemMxinMvQqPRIDymj+j8aBSB7C0VCgUe/MMCyGQyRI5ORECHLqxQAprX02huNSVQRQm9JjAYsROmIWt/KqxGA9L3boVCocADsxb/y1geCoWCsZIoYSLXAZ7eSz+n8Yezn23EudQNLc6TUxHfmuPV6XQil5LWghfERuHHAD3jMXUp6dryXR/6t1RA03tOsaQtq7LoBo5uWYvI+ERR3OCZENSZjh6b1MAalp4JohUDqGe1tGvX4FrzCv/EMKDRGI1GI6IqUwFIn0mAVF1dHRtDok4fADbiQUWEXC4XsTL4kSuLxQKlUsmYH3SNqSN84dBenNr2d9jtdkYrbsz5BwD8/f3RJaqnCDCh60d6RY2JsPr6+uLUxndFrin8uA7Pvvm9CHUOenIOAMFOs7E4ws/U82K6dE3uG/YoijLPICi8O1TuIoTct1objxuLxaaaKjz4zKsNRs8A8b5Qfus6cwWRyWQI576rsVgcN2UuNJQ3/HwdoZExyP0+TRBZdI9W3I1rT1OxmM+NScuu7KcClBTk4J4HHkRAhy7/klhM4pPo2AWT39mEnYunoyg7E6e2fIQn3nifWTwTEHf6s42sW1/iLnylUik6/4ti8d38fmtjMbnMEDjOx2NqKvOx2FpVhoy929B34rRmWQiey26vdyRRaLWMCXL7aj6yDu1D4eljeGjJa03GYvoMT40chUKBoG6Romttt9vhF94DT274P6bfRFpc/MgIARJOpxP6kDAMf/ZPrAkWNSIeJze8g8j4ROhDwkTx2vOdyUvbg9iJ0xAU3h1yuRynUz9GUXYmY1FUVlYiduI05P3wLYqyM3H+ix14+Lk3Ya0qZzXJj8eE0Y+TW9fi2vmTSFj5EXRBQU3GYgJMjEYjO8ee45JZDUymC9EPjYGPj48AnOzYiJsZJ1FakCuyVaUmKtXr/+7c+D8S5fli0XOuHC7BXzrz4C4Yym6z/8YlTkdc4nQAwP3JcyDX+zF1ctKNaMu8PYEbFpMB6Z+tR+a+7XBazCKdhtKCXMAFhnzRnL/a1x91VRUIjohqoKXBnyMV9XTjaSaVHhatbwD7nagR8W2+jp4+0ICYERKXOB2Dpi+AoaqCuZeotLq7FnhsbOUePsRemoERPRjlvLq6Ggoff2Z7RDQomUwGiUSCAVOegkqlQtSIeJFfOL/4Ij77uy/hFx7FNqKmNiY6HprLbM0akDIb5tqaBhQznsZO94u3LKVjI0ZJv8kzYTQZcXn/DlhNBubBDJebAeLWTeABOc/z5jU6SDGfNALIDksfEsbAsXrrMTdgsX6NMK7kBvlCInogrGcs+k2ZB+/gUNF1o6SEbJKiRsaLxiF4rRH6fIlEAkgE+yoS3uudOBMl+ZdR+mM2stL2QaXRsXeGGDkhkTHoPWkm2t8TAaehCp+/tghOpxP3PZwAl9WCHz58C3eu5uNm5hk8+vK70IeEsQTa6XRi2IwF7Hk5vu6vMFRW4NKBHc0CXzyISME9L20Pwl9Yhcqimzi7fR1iJ0yFwg1MmM1mxE6cBrPZDIuxFpl7tkDisEGmUqPvxGnQaDrCaDSKZgF/DyKdnlR8Kv6kUim7/tRNoQ2OOrXe3t4wKpUYOHspvLy84HA4oNVqmZ991OhJLRatPH1eIpGwLpwL9dZwBE5TwUXxxHinBF+/uQTFuRcbgMie50izuXq9HirOH56S47Ymdp6Lt//kC1de5+Hins3I2LedvXPRY5NEtNtfU3hR51qr1UImkzGwrbq6muldmM1mdly8OOTgqfOgUCgaMB1oeXbO+ONtKhbzz1VrKe8ARGMH/LHw8Zjs3mgUhgfT+FEjAKLRherqanZcxGrggTn+HOx2O45uWcsK55CnX2ZJK68HEhTeHZ2XrRRdB0/Agrcp1ev1DQBBEkflFfcbo9/yM+40BkPUYPo+XnCXilD+naHPI22T6upqeHl5MTYor19BYC0PNqjVagx6cg6kUin6TpwOl/vnZrO52XvMFzyUxBNYwms6mM1myGQy1NbWoseYSaybSfdSpVKxwpfet8aKlP/FxReLVABSceRyuRj7kgpCp9MpGp+5ceYYc2OLGvEYinIvIWrkaGgDgmC329FzXHKLx8CPVVGefOPCGcBUy3Qa6Dmj2E1z/hk7N6I0/zKCI6IwbMbCJnUUKBZTw6Cy6AZ8gkNFzZiRz7wi1hlrw2oqFtP7TCxNypXCovug1/gp/7JYDNSPVGj9gxhb1zMe054bGZ+I2ju/oPLGT3hw1iLcyspAv8kzmxWppZhXcq0QOQd3sVyyqYYmHU9bxkFbE4vpOvPuVnRsvIsU/bsL23cifcdG2O12jHzmFeZeQvGYADnP8+bjIz/GFv3QGPzfG0twuyAbP357ABNXftig6UIMNH78TC6XC0zNgzsZYEjXraa2Fmd3bEL/pJnwDe3U4Jj4OEyfT7FYFxSEsMWv4aCbTfzTmWMI6t4TcSlzIekazt4ZAmt5PYuwxa+hqqoKUaOFuBedkAwvv0AB1FV7I/i+nii7ml+fs+j92GgQ1R9Up+Yc3NUk8MWDiDzjNii8O6tJAbDmfu7hNHTsGYvgiCjY6oRcjFj8QeHdAQmYKOxvIWD/H4On+TEDfq48Jn5Cfdc6oB0MZbcR2qM3hs9ZCu/gUCbSRTO1vK2P2ltA/G9fyW9RQJGsIfmRArvDDrneDw8ufAnfv/sagrtFAhKwOfdhC19G5oGdKMnJRF1VRYtjAE0V0WQP5uXl1Sa3isauofDfpxp02cnqVKrzwS9XC6DSemPYjIWw2+24lZ3ZgFVyNwAGCX/GTZwuKrLJyo46XCqVinXPpVKpkFz7ByF+2UomvmmurcHwuUsEqx4XEDuuXhgxLLoPYsaliJxEaGMixXcKKDRm0RYgqCnWBS0KflqtFnIfHxYoyPmk3+SZUPj4C8+hXIV+MxZBUmfAtfOnUHatEIWnvkdddRWAet0EAuTMtTUMsIsdN5mN9oR07wWHSgOrycSuoUqlElmCelICT6d+zDQkgrtFISSqFx6a/zxk3r6oq6tDdXU1SxidTidDrFVaXb14bWzTzyDpgtC9J7cX39COGLXiPaSnrmeJb1F2JkK6x+Cx51bix2P/xH0PjkLWV3sgfyQBX7+zgr3v1F0AAF1gEErysvDPN5ci/rW/wS+sE6NE+7otiHlQjhxjWnN/p7z3Cb5e8wZunj+Jny+dQ+7hQziXugEKhYKJH9ntdsi1Pnhg1mLUlBTBS6eHy2ZB+o6NKL58HpNXb4Ja7yeAHQrF70qkk6d/kqMLJRO8cB4JP/r5+cHhcKCyspKpk1MxYbFY0CWqJ/QhLzZLWQfqC3uK4TqdDnFT5sIplSNmfApLVPhihbq+drsdGTvqXaCaApFp8YmbqawEp1M/RuzEaVDofFli8msSVz5ONDYa4Ofnx95deucsFgtzaKioqGhWl6ClRSC+QqGA1WoVxWKyS6SfqVQq5KXtQfqOjfDy8kL8spUNCibq3Gs0GlEi6ulY0lQsBgBrVTnObl/XJsvQlgAP/joDYlcELy+vBswgSnTpHffUTeCBORpXIr2JyPhEZiFIIACxc+g6eibzAFhCL5fLRQBRQNdu7LiIgUHHw4/WULxv6TrRe1VZWcnGCT0XUbSF5o4MOp0OJpMJTqeTjRjQu0+LH2sFxOKfFI8fWfyaCJRrzVgDXSMqdJ1OJ5vv5kdM6O8UPgHoP/NZ0YiMUqlkTDli36jV6t+NUKdnLKb74uXlxd49w+1iXPy/z9hoXG1pEY6sXwOLyYC4idMxIOUpHFn/LopzLqLgu4MYseR1DJ67jMXN5rRP6HmUSqUsPy67Vojjm96H0+WEzWrDwD8sgEbTkd17mUwmotK3lBs3VUR3GzAMxXlZiBoRj5JrhULx2IrxlsauIf2Xj8UEgA2bsRCnUzcy0GLKe1uhCQxmz7OnoHFbFwE7arVaVGRTHuuZGwd1uRf+oZ2Q9+1B3MrKEBoulZUsrnp7ezPGFB+PFQoFLuzfgZNb1zInEWpommtrRKPE/+5Y7MnEMJvNjJ3asf9Q5H2fhtgJ09A/aRasViuixkxio5tAfTwmQI5yEDpneg9cLhdu5ucg8/Pt7Nno3Lsfbhfmsf3Vc3yRWAWA0Oy4fGAHhkybjws7hZy59nYJSq/mobQgF+baGii1OmTu2QKNRoMxy98CgGbjMR+LKach8eaSvCyU/fQj1N4+UE/6A45v+gASqQQj5y+D1j8Ig6fOg0wqQ9+J09nzp/QNYLbuBB47nU5EPjoOldcLEf3YBABoEIsVchUSVn7kBrJazk/puKk2cDgcrG4NjYwRgXu8TmJYdB94twtG/tGvIVMqhWvkEogAod1j/u258X8MuOBFZKJGxGP/yudQUpADlVaHyas34cT2dQgf8jDyDqehX9JMSHUCusfTLYF6dNhqtTag8k957xMA9Sga/ZlGKEIiYzB01rOQyaRQqLWIGj0JLpcLed+nobQwF/cOGIaY8SlMnMo7OBTZaftQceMqc61obBGIYDHWbyKenTcK2jzz426u4YCU2Tiy4d0GYwGkIWAwGBDcNRwBU+exWcVHX36XKeiWFuSiOC+rzewLntkxZMbTkHn7stlwouXa7YL1GSWMdM9ESQaxsiXuwnuPUHgX5V1Ccc5FhEb1RsIbHyG4azgL1kRr5xNzQEDW6aVriVHCo9IAGABD98ozGXY6nTAYDNDpdCKv8pHRsSxJpSTPbrdD6xuA0MgYlF0rRF21MLspVyjRd3wKqkuKYCi7jeCIKBE7ojg/iz2XvSfPFNlJAo2L4NntdhRdycfl/TvQffhjqCkvg0KhQN+Up6D0CYDELeAGgCXp9OchMxc1qu/RmnU69WOcS92Am5lnMPmdTQjqci8efX4VfHx8UHKtEA6pDDHjU6Dv0AWPxD6Ab957nVkHFmVnIiSiBzr2uh+x45Jw4YudbjZKEr5YuRQl+Vk4s/3vGPvKO6KEuDWOMU0tv7DObGPa9+oz6Hr/IMRNnM5E5+j5pATMv0NnjH1hFWpLi1hMSd+9BYPmPAeFTwB6jkvG6dSNv4txEUDcDVUoFGI7WvfPKeElm9HKykr2XpDQGFBvmUn/hp979Xy3eNo6xYew8O4Y+cwrrOinOKJUKkUOI0ajETK58M517Hl/k88DJa5Op1NwbqgqZ6w6i8WC/jOfZe95XV3dXdOTSWysMSqqn58fakuLAAi6PrEJSUhbvYLNjtNxNmdf2tziO3DUxSMdgpjxKdCEdIDFYmE/U6vVAmjDAXBNFUx0/yi+Ube0pVgMgDkCKRQKlgA2dfyeMRcAoyJ7ghR8POatOOm4KPnl321+BIisVgGw7idfDGoCg4XOcEgYBj61VJRcG43GJmMxbwlKxX7uV7uRvmMjbmWcQnB3gXlGjDIAIjefu2X80PHJZDIG8slkMqZ9QeCMRCJh+hJ0r4j+XFdXx/4ddT9vX7+KzM+3I3bCNHSJ6gmZTCayNKZ3t63PLAFDdrudvdf0nTTmw8ccslAl20FiFpnNZpjc4P7vZVykMSo+A25qq3B2+zrYzSZkfv4ppE47CvS+qC4pRtahfQDANNoop7yWcQq26grGlqAYA9SzfejPTqcTFT/fQPaXO/Hg9AUYPmcJLAYDbl/Nh8VkQFaa8B2w2+AdFIKe45KFjiuE579v0lNQe/tg+MynGz03z1hMoviUS1LTMvdwGkw1Vcjct51Zbbf1GjYWiwM6dmH7OuV8seOSRDoe/KgdAZVteab4XF+r1TIAJnJkPLL2pzK7ST43rqu4DSsHOgFityZeULn81nVc2LcN3YY8gqKME4h+aDSj95/8dAPT/bOaDCJGdvruLYwpOvaFVc2CV/xzQQAM3SvPUX5iy1MD1GmowvcbBPes7/+xGpcO7EDQie9w2+229+iSP2HYghfZu0wsbGJsOp1OmMpKcfbADjZmQfeDwMvMz7czYKFz97cwfM4SEfsYqGcgQwLEjE5E1j/3o+/Eabi0dwsy9m2HpaoCpVeEYyrOu4Sy61cAAFabFUOSZgFAA32P1izaY31DO2LyO5twYvMHsNvtGDZjIc7s+Bg5aXsAABq9L8a+sApAEGOm87mQRqMRuXjc+jEXP6x9G7cLsnHjzFF06t2v0VhMDMDWLrlczhqaN/Nz2HsxfM5SEbgX0OkewQ3QrVEHuFhunHv4ELy89cLI/MTp//bc+D8a4aljbLfbMf7t9cj6IhW9xk+BVOeD/jOfhZeXFzrE3M+SBf5Fttls+LkgD+f3fILosUmCf66byv/ps8I82ffr3sEv+ZdRnHMRppoq1t3tO2Eq+k6eheiEJDi9tPD198fQ+csZ1bLPE1MBCDRnhd4fg+Y8x5A8UtptClHmgzAARmXnFbwBsC7Qr128UwN12YlpQV0LuVyOE9v+gfQdG1FXV4ch857H5Hc24dSWjwRL2buw1+Q3mgEpT7F7U/HzDWR+vh2RIx7DlePfYfDUeew6UcLBJxnigOOCqaYKdrsdPUY9gbzDaeg7cTrkej9G8fZMXLRaLUsg7XY7eoydjKvnjovAq8ZeHh6VprGGQdMXiK4bJfGUBANgqDN1GflNkYKwqawUp/7xZxTnCUKXVKSn79mKjC9SmWNIaGQM0vdsZT/vNnA4jm16H4899yYCunYTJZGUvFOSTkh2j7GTcXbHJmTu2QKr1Yqhz6xgBQYFI17JmRaBK/zIVlvAK5Ht1mcb2UZot9vhE9IBDy1agfJb13Hko1XonzyLAUSe4yiAmOVBlMo7BdmwVVegXed76r9UQv9xU1TauPxCO6G0IBcOmx3pe7Zi0PQFkGj1TAzP29sbAFB7uxgX9u9A9EOjkXv4ENMyGZDyFNsojm9fKwik4vcxLgLUdykqi24gfft6RMYnwqtDZ5Reu8JmML2CQlHyUyETX/MN7Qi5XC5yyHA4HIJwJ1d8EEWfqPM0xkDz7PRO84kigdT0mRaLpQG9vt+T8+CSKRCXPLvRc+KTSEAoztN3b0FRdibUvv4ov3EVxz54Aw/Nfx7wDWDF7t3EZs/vooTMYajCN598wIqL2CeexPkv9yJj1ybY7TY8MGuJSJiwraCJJyhOwALpjNjtdjy65E8skaYujkLvzwTMKL7wBRPth7T30cgO6Rm0FIuNRiNjKnQZMLzJkUCgntrNx1oaRePZPrwVKB0T/XteJ4E+Q61Ww2KxMNtZfgyEur4EjmZ8/blIGJEES0kYkq4dz+rgE3w6VjoO6hb2TEhGUVY6inMuoqQgB3K1hrmM0XnRCE9j1O/WLF54j/YoeodofMtgMDCwydvbm4m2kTuHZ0dRpVLhWNput02qCuExfUTPZWtdChpbBDpQl8/hcLAYwTtX8GAWLQLJeNCIxm+B//1xEUAci899ugGdBwzDhT1yRhcAAQAASURBVNNHUXu7BFmH9iEmfoKoG6rxE0SnNX4BKMrOxNdr3sCVM0cBCGyJ9N1b8Mji13A99zIu7NuGfpNnwm63sz9r24UIHe/qcqS99jTuXM1H0YUzmLY2FT4hoQwUCezaDWXXCpmugNVoQI67q6/U+kAfEoYRT7/cqBNGY7FYLpezhoSX3hde3noER0QhakQ8Tu/4GAAYNb2ti3dqoC57zKPjkP7JP5kuWXBEFK5lCMzYH098h7Er/47Q8PtgsVgYA6At8dgzFmu1Whzfv0Owec7JRHHuRTidDgxwj1ZSrnZ8+1qWk0h1AoXfExytKr6JjL3b4LDUIfPzT1Gam4ninIuw2WyYvHoT0ndvQfTYJMj1fhgy73k4DVUstyZ2dK+EZKaZ0BQgwzPo2ChBTQVOf7yLXTfK/Yg5DICxlSm35uN0QOdwdL5/MHo/MZUxJ4F61yYa1SVGZ/6hvQxkGbbgRViqynD2s40YMOUpaPzaod/kmYJo+0Nj2L4ywC0ky+siUm1Ejd1r7ncCEBqFZdcKEdA1Au3uvQ9l168g8N7u6D1pJpS+ARgy73n8crUAB99+CcNmLGh1LKYGAGlXjJz3HBvhsZoMiImfAMgViBydyGIxgEZHZPiYnH9oL24XZCMkMgYPJM8WPZO/VqyY9o+s/ak4v0cAH45seJc134fPXQrABZVGGHm32+1Q+gaw547qNwBNau/9K9d/BTRtNBqh0PszagwVWlKplM1WURJAwcBoNOLMvm3I2LUJADB84UsCpSgwBI+teA8X9m2DzVyH4pyLCIqIFjrTbvp678SZ0AQGA6gPNHq9niUcAR27YPjClwR7qps/4ezmbYiMT0T7eyNESrt3bvwkEunjC3rSFogem8SCIC2bTfANPrlhD/u7lsZbmlzu5zW4WxTGvvl3qAOCIFUoGoiTdeo3FDcyTiOwWxSOrv0z+ifPQsKr77JufXNaE7Q8NRSCI6IQGhmD6pKfkf3dV+g8YBiOfvAWinMvsqDqsloYXc07OIzdRzYXx7EXvLy8mACURqNBp9794OXlhVs/5uL0trVw2SxQKJRuoRw7NHpfFhToPir0/hj29Ms48MqCZkVWzYYaxDw2gZ1LSGQMohOSRErPvHhOxs6NkEmlGDn/ecDHh83+8XRaem7Pbv8HE7Ek9gvggpdOz8ZLokbE48KBnQzxzz2chsKTR5heSHy/QagsuoHD69fAarOid+JMtL83gr0vZ9xAlNlsZkG8Z0Ky6DiIQUAJu/FOCdJ3b0HfidOhDwmDQqEQAT1tAa9Iw2X/qhfQsd8QtrlTZ8BWUyFoD+RcZHS71oyjDJ+zRMRw4I9nyMxFuJWdiZK8rDaL2VYW3UBV8S0AQMeYvoh+eCwrqgBhsyE3C9rwqIsBgGllHHhjKdMqIau439s6nfoxTm37O+rq6vDI4teYX7pKpcIDsxYze0OZTIaxL6xiQAUViwqFgtkd8vP2PBBB4358vKf/T5s5X4jqdDrcufkTjm9fKyhmu1kKIV27YfjCl6DX60UsKu/gMJEmA9HkHQ4HokZPYnOgV09+DwAo/+lHTF69CXK1Dna7/a6cRajTQoCFXC6H2WxmwpdkB22z2RD7xHTU1VbDUFmJip9voP29ESzeKBSKJmeb+cXP7fJdUpmfH2QyGfo8MRVyuRyRoxPZsVksFqbvQEkxPw/OF4MEfNI+Qt1fm02wd1MoFCz+0T2kuVlK3iUS4XnI++YLXPj8UzgcDpFbAs9QoM+hcTM6N9rzSTzV5XKx54uSf3rWqEC5b9QT0AWFMoCMnku+0+wpcvhA8mzYTEbY6oxwGqpwYe82kWBpZdENnPx0A+uY0vNJCX75revI/lJwPlLofOsLtHYhSFj5EU5vXQu7zY64STPYudLYA10/tVqNC9t3tBkUJX0WOje6FwTO8AwoejabslnkV6/Hn4TZbEHvx6e26jjasnh9C9LRsNvtIh0rQBCL5BsJAEQsG6BxMOP3sE6nfoyTW9eyvYhiiEqrA1wQueyFRffBgzMX4djm91GcnwVTZTk0fgEIHzAMZkMNfr50DofefgnFORdhrizDjYzTMFUKDM3I+ERk7NyIOz9m485VYYy6pCCHiZBToRoTPwEqrQ4PzlqEwpNHRIzRRxa/xt41z9yYjwkUi10uF+7c+ImNx5prqnD19DEAwJd/eQkBnYSmhUShbHPXG+BATdJByrnIHD54IXVatwvzcPDVp/HE2+ug9/bGOTd7wSsgoMV47KmhYCorRf6hveifNAs9xyXD5XKhY9wQFPzwDXqMSWoAUJJmjKeopNNQhW82vIO4STNwYd92pO/YyMZko0bG48JXnyNydCKcXlo8MGsxE5F0OBzQB9droVFd0nfCVKHpMCaJxVFPkJDYYnQuUqkUWV+kMgc3stj98i8voSg7E4H3dkdYjz5sXJw04+oqyuB02NArIRm9J8+EPjiM7YmAOB4T44LiMWmxRD80Bqc/XsNyMorFLmM1AODMnm0s1wYEnQXa24O7RSHmsQlQ6XSwGA3M+Q4AYxCUXStEh5i+6P/kfHj5BeL+xD/AOzgUdRW3cX73J0xLrSXRan6RhssxTruCAB0Cp8hthGIxgRDN5RyDnpwDm82GyNGJUPj4i35GbDVqGLS18UG52/2J04XPMtQw9vuQGU/DOzgURqORuY5IFCr0n/kstL4BjHxQdCUfTqcTsQmTG7Bf/tXrvwK44MW0yHXDaDRCqVTCYDA0OSNKhdrQ6X9k2gkWiwWawGAMW/Aiqn/5GTIvNXo//iT8/Pyg0nojcnQiAy2oO0HUWL1eL9C63EBFtVyOQysXCwW4W5zLOziMzQKf2Pw3nEvdwGbJyA6TilWpTijkampqRFRbmUzG6KMhET0Q2DUcJQU5OLJ+DdMQaGlRkh4zOhEShQp9JkwV3A/c9OAuA4fjwumjwjyZ0YiT61fjdkE2Lu75BCX5WSjNzcSwp19G3vdp6J88CxmpG5G+dyuqS4rhExLaKIDBsztCe/RGu/BIpO/Zirwjh2Aou43rGaeYSN6Y5atwYf9OtrHx83YEYFAiTJ00SkyIDk6bRP6hvchN29voddDofRG/bCXz5I6dMA03Th9lFkGlBbkoLciFxWDAT+nHYSi7zTbhsOg+DLR49JV3oQ8OY913lUqFyqIbOPvpBhgqK5D95W4AQNlPPzJmglQqZYg+zSS7XC7IFcJxa/wCMGb5KsYsYIV73wFIW72CuarkHk4T2cbSC89rVsAFXPHzR/+kWdD6BqDvxGmw2+2IGjMJPu07YMzyt2C319uiEd2URCh7PpKAL996HqWFuXBazBj6zAoGGCas/AgZqRvb5H8NCM48JXlZKPz+K4T3GwK73c7m7DO+SEVxTvOCiU0t8qr2HNuBxhuPvvwusg/uRI8xk9uUzJxO/ZhR3kYtfg1+YZ0YbdXlckGr1eKbDe+I7gPPDvFkUpGK8t0wP/7b14CU2XA6nYgZlwKdTifMxALoO3E67HY7YsYJlnFDps0HAPYOE01drVaLRg1Y99A9WkJ0dWIDEUAtl8tZlwsAYKrFqa1rET0mCSpVODL2bEX6jo1wuVwYPHeZiKVhNptFnZ5hC15kc/M8U8loNELpG4Cxr3+IM9v+DoupFpU3fmJ2dWNf/wAKnwDReEtrFs00E02fKPBqtbD/uFwu9Hp0HPKOHEKPsUlQ+QZApfVG5p4tuHM1D5Pf2QSru9glkIHXW2jKqYSu1eUDO3Bh92Z4qbyYy4O2XQhGPP0yi7V0rUjTgDpu/P7ryRrwjMVke0fJMS3SovHz8xPFYuqc9RqXjD6JMxA1ehKMRqNI34G+i76DmB3UfSdGACVn9F0EMJF2iNFoxPm9nyBjp9DMeGDWYiYwK5FIoNfr2XfwiSIvvsxrHfEaUkB9EWkymRj4QuwVm83G7oFGrcEji18TxeKg8O6YuPJDptHFs0hkMhlL5rVaLQY9OQdWo6FN8ZjurUQiYSAT3VMafyIAqLXFPbHnHn72VdYVpAKN7/ARkNUWPQBi8xBDCIAoFtPveDYS6F2gbjp1dfnn+fe0GFPR3fDoGNMXxza9j24DhuPwutUAAI2vP3qMHIPYcUn1xWTXbgiOiML4V9fgwhc7kL5nK66dP4mya1cQHBGFihtXYaosgzagHYZMm4/j2/7BchwvvS80Pr6QyhVMg44E9Cmf+/4ff4UEEtbAMhtqUFtaBKnOVyRg7XQ6he6/G0CmYpXu7dnt61BSkIPArt0AAIGd70VV8S0UZWfCYbUiZmwSek+a2axOkueinIG05PIP7RXGjnv0xrCFL+PaqcPoNX4K1Go1jn38HgxVlXA4Hai+eQ23C7JxYMVCtO/eExn7tgMA9HOeQ11dHXuXGwMweHaHqayU1Q1mixkDZy9lTdmwmPtZnUF2rHSNHln8GoB6AKG6uhonP92Ak1vXwmKxiPQ5KKf0vScSJpOp0Xgsk8ng4+MjGrGVSqVId8fHgbOXslhOACwf9wm0cDqd6JmQDLvdjiHT5iOwU1fY7XaMfeNDZOzZiqgxk6APDoPL/W9IM45y174TpiKkazfG8KKCvbl4TGzAkx45mWcs7hGfiLjkpxA9NomN2HXq/yC+XfMnlBZkI3zgcIxZ/hbTNSwpyGGjDna7nbkeQuONwXOXQSaTwWazsWYDibi2NTcuuVYIc00NIh8ay/4tWblGJySx2EegUWuWd3AYa9DzYztxk2YAGm+WW1H+cTexmNxVyBkQEPY/el/JQavf5JlQuPcSykUY89to+Lfnxv8VUZ6CgedMH1lfZezcKARVmxUjl74h6mQMX/gSALA5fn6F3NONJRhOpxPxy1aKkjdKGihhNpvNuLx/B86lbmCzVlR83Z/4B9a9oZmjwVPnQaVSMWoM/3JRYQSAJY1EV3U6nejzxFRGHyUU/VbW+Va/HHyS3n/ms7BVl+Ps5r/BYalDxr7tzKqGHqKS/Cxmc/nl28LmdvTDt1CccxFFF8/A6b6mpVfyGC1QoF7Vz7PRzGRIRA+MW7kWt2/8hMLj37LRB7LQpPPPPZyGkoIc6AKDBPcWdyAjZJ7uM4lOUSJIGwO9mNEPjYbVaGDfX5wnULwCu3ZjQSHri1RG8x08VdAt4K08r50/BUPZbchVXug7PgUOqxXegcGIeWwCXC4XLu7ejAHT/giFTwAT7+OFIImWyY+geAeHscRJJpOxDtbIec+xsaSm3E3ESbGLFYpqtZrNhxFyTawa6rxMee8ThHWLxLAFL6Li5xs48tEq9E2cjrDw7vD392ejJN+89yFDqouy0lFaKGig3Mw4jZ1zn8CYl/+CdvfFQKPpIPJvbs3ISGXRDdYpgQQiu1CbzYaY8SmQyWSikZCWlt0uqH4ToOMdHMqSf7rOPu07MJp1a/QAKImJnTiN+X/T8Xh2HUnYNTYhid0zYoekrV4h0uawuO0szbU1rQYb/1cWgbNeXl5CoaXWiWYwae5f4Y7ZFOeIaUCUdH7VlBQhfcfHiIxPRGj4fbBarZDJZJDJZCItCypIjUYjzu7chIydmyCVSBHy9MvMoaTX+CmsUKXY4eXlhQEps4UEb3Qi677ySaZWq2XJk1LZHkOfWQEAsFSW4cs/PcOsq/vPfBblt67j5IZ3Wk0RJaYRJXwiJwi/QGZ5OuS+nqwY6588izHTTn+2Ef1nPguJRAKpVMoSKN52k1gHvN4CfU/PhGTB3jU+UTQnyxeT1JGhf2s0CswCSn6s7hl4EthsLBbHTZoBtd5P5DxAyS/FdIrFCoUCg6fOq090fPxF+zsAdr4qlQo1JUW4sG8bYidMg7ZdCOx2OxO/JA0PohIT8EXfSYBp9JgkyKQyYUSxXTsRwNOUmj4vMMcXinS+RN0mQI8EO41GIyumqJHiMNehurQYB1YuxZCZiwQwhBsp4bUlaJaeEk4amfIODmMAikShanYeHRC78hD7gwRmefp1W4UGqRhTq9XsHlA8BoS8hmbOPce8mjtWXuOAQCkADRggdE+pkQDUdyQJOJHL5az5dLf6MP/Ni3TMKA/7YuVzKC3Ixffr/orSglxoA9qh7Foh7hv6CHIPp6EoOxMKtQZl1woRN3E6LnyxA9cyTrk/zT1qDQn6Tf4DDq9bjTEvvA2Fjz8GT50Hl9VS32iqqWLgB82wA/UMD15PjUZe4QKUWh16jktmuTExCHgAmQdLyc2oovgm8r49CGPFHXTu8wBccKGkIAed7h8EfXBYm4BkKrKIbUxFNzX3grrHCJ+lVuPh595kvwtTLdM+ahceiT6JM9D9sYm4c/MnXPz8U/R5Yiq07UIAiBk/NDIHCM8jASXB3XsiemySyEKTzj/n4C4h9+eYvgDgNFSJWF3kOjVwyhx4+bdDuDsWNBWPicFIjBa73c7y5uDwSDaa3W/yTMjcLCVyDgPAGBcSiQTWqnJk7f8MUaMnw79DZ2ZDyrObRzz9MgNi+XdwQMpsFJ48jJKCHEilUvZu80BJa+OxubYGABqNxTHjUqAPCROYswoFA3+8fD/E6W1rUVF8E5+/tgjD5yzBtLWpzH1DqvOB3OkU5TUAWCzunzQLLms9QzR9z9ZWxWI6xwt7tyEnbQ+CukUi77s8wAWMXPoG+s98lrlhtUWPh9/HiB28bUEKSgpymG08aTTFjEuBo2OXVufGJNrNA0l+YZ3xxOv1eS2NW5ILEL+IhRk7YRo0Gg1q75T823Pj/4oIz98USmJ5lgU93LeyzuPOj5dxdu82WAwGeOm8MWjGQih8hPk+iUQi2PO5O1a8jzAlCH5+fqIN2OFwQKPRQKVSQavVoue4ZJhMJvR+/ElIpVIoFAoMmTYfvqGCFSI/09uu8z0NbCmpKKKHgh5O6hQBbksvv0Cm/ho1Mp6BCc3pMvDCODTq4LSYUX4lh4EQBJ5UlxYLm4tEXCT7hXUSiaISQg8AGr9AxE2Zh8prP2JAylM4nbpRZHHTa1wyBk77I3qNnwKlSomTG1bDVFHGGCa8habwffU6CCqtjiGXRVfyGdWbaKJEaSXkle9wk1oyXRPmxe2mM3np9IgZn4K6ujr0Gj8F3sFhGDTnOWi1WviEhOJ06scI7Hwvyq4Vwm4xI+OLVGZVytMF71zJQ8LKj6ANCsKBd19tIATJH9Pp1I/xyOLXGggGAkLh9+DCl3D0w7eadDfhhVXhAvqmPAWTyYT/e3k+StzaGPHLVopcPDyFZ/2Dw5i3Ms2xE72QNmCe2nfhwE7culRP7Ux7+0V0vn8wIuMTRf7NzT2D/L2h6zdw+kL2/rFNJyioTQJBgJAoR8YnwuVyMZSXkmR6FyUSCaxWqyhZbU1XWqHzRf+Zz0LG6YV4BvXs775i1rueYJPnO/T5a4uEH/y60cL/uuUZi3nWBJ8M0f3gZ89pZIR3R6CkhjpwEokEPsQI0GqZwwCxMQAwEJNiMXXH2nW+B8MWvAgfHx/GXnO5XDCbzTCbzfALEwRVGxPpo3hMxVtpaSn7GR+LB6Q8BW8/Pxxf91ek79jYrKgkz9jRaDSMpksz/2TZyVP0+aTMt3s0nvzbVpZMudwJFDEE6PxIGI0XaCNNAtLAUSjC4T93GeucNJa08OKbBPakfSjYAxIAzmttNGYjaLFYGiRvdG2pmI8ZLwiaRY5OhFzvx2IxgAYjCy6XCxaLBQqFAum7tyBzzxY4HA48tGgFY4p4zo0TWMBbiwOCaCg6dkH8spWihJj2GE9LP1rECLLb7ZBofTBg9hKc3PCOwK6oM2HgbAEopfE4/ngoUffz84NSqcQVP3825kEz3+T4Qe4AvGOPpwgqsSZ4EK65gryy6AaOblmLyPhEBHTsIhJO5fU32ipayYMhvI4IDzgBYNbIdPxNuTHwzwh1pmluvqnxVAJDGhvb8pz/522Nfw8aF7T4d++n9BMMMPDvHI7wAcPRZcBwZB7YCUNVBe5/fAoKTx9DSX4WQiJj4HK5cH7fNgAC+/ORZ17GsU3voyg7k2lt5f3wLX48exz9k2fhiTfeR2XRDVYQlV0rRFzidEQMGim4lGx4V/gsX390iolD1S+3MGb5KviEhMJLp4fZUIOTW9dCKpUiftlKRiH3jMf8SF+7zvdgyLznse9Fgb1XV12F/KNfs+/l42Jz7wHPzOSFcaVSKeSBwaKCkbfiFb0f7dqJrCVdah1sNhtOrF/NRiNHPP2yiL3Haxn0eWIqNKEdcf+kP8BsMSN6bBICOtQXkPwzzL/fvu07MkCdGBYmkwnDF74ETWhHQe/PvVd6PhOe8Zh/z0jYkZxheAdFmUzKaiV+VI0HtzM/3y4wys0Cg5H2IV4Ikt5zPiYajUZ4B4dh/NvrcXn/DhHjtra0CGfc+lkBAVGNPvMEbNEYOyAAB06ZvEEspnP2BE66RPXEZV9/ppNBsZjcNzyZXMT4pnOX6/0gUaoY66Jfyhx07DekRb0Liscd44YI17OqXBAllTR0YGnL4q85sYMpj3daLTi7+W/1gr1SKQY+tbT1ubH7/WpOW6m5WEznFRTUE+ExfX6T3FjiIqiuuV9yJxj/rkVUTUJ9frlagP0rFqAkL8vNYJjdQHWYVmiP3hj1yhpo24XUgx0Tp0Ef0gEajYYBBjQ7JZPJ4OXlhZKfCnDqk7WABHho/vNMBLCxG2qrqUDOwV2ImzQDCh9/kaAVLc8AzeinXHJeUVHB0EyVSiVCuDwFL0kQkFfv5e1BCVm31ZmgCwxirAcCEHhF3ebsTun3bl4SOvJBEdF4fNU/4BfWiQlARo2MR2ba/yFydCICOnQRChH3mAz/nU19vrBJCfZc6Xu3ou+EqXho6Up2HQGIrh1/Lejchsx4usGMGX+OQ2YuEoKN+1klQUGX1SIo3SZOZ/8uNiEJFw7sFP7sdrXg/bynvPcJvn7vDWSlCSJYye9savQ7+yY/BYXen91j/nk+sHIpctP2Im7i9CZRx7TVK5iIzaDpC2Cz2Zq9pp7PCLnmnPx0A2LGpSA0/D7UlhZ5/I74cyqLbuDr997A7Sv5CArvjqy0fQiJjEHiXzbCZDLh0BuLuXGft5hidGzCZFw4sIuxv9L3bmUjQdnffYme45IRFt79rrpdVACSkJxGo4FOp2OdOfLHpkKQpxxSocYXNXQMnnGFjwVyubyB9eSN/Gyc3bEJDyTPRqfuPZo9Zv65bou7Cb/uNq7+O+Ox5zUzmUyoKfkZF/ZtR2R8IkLu6caSBAXXqQDqGResq19djvTUDbDb7bj/8SkoOPZPJh7G3xOFQgGDwcDOy8fHByqVqkGXAQA7NipeCThoSzzWarUoLy9nyZqXl5coFgP1z0LfidPROTJa9F32mkomjEsALHXL6TP5rgoARq9vrutNNHzqLtL1INaBZ4JF17+xa9Pcd1CCT/o9eWl7MGTafMaI4BMdugek3xA9Ngnt74lotDi0WCxs5LKmpAgntq8TrIN9AqBWq1mCSdeGmIhUxJdcK2QC3bqg9jCbzYz+SyLTnu8s/53kSMHHY96W1G63Q61WN0k5p98FhKL6wt5tbM/zvKaNgSm0d9Xvu0tFrDGNRtOAVUDsCIvFwsallEolG5OlZ8pUVoqLezZDKpUyvSbe/rxfyhzmlkDOAncTjykW888YXVvP54+/j56Jf1OxWKPRABAAue/XvIqMfdsR89iERsdTq6qqWMxvSY+jsQK5Leu/MRYDwnX75WqBUBjHP47Tn32MXwpzMHThy+jWfyi0Wi0Ovv0SzqVuQL+UOYiMT0TW/lTEjE+BXCbHlysWMKZlcEQUgsMjodLomK5WXU01zu/bhr4TpkKj90XcpBkwGo04vXUtJFIJHpr/PAI7dQXQMP8oys5E3MTp8PLWC+4S7vxg+NylDXIOAir8wjqzvIdyujs3fsL2p1Nw50o+1D6+6DZoJBvnBBoXH+a1aXg3Ic89iYBY/nnkx51aE4/Lbl5D5ufbETM+Be063cNiMX132uoV7Pr3n/lsk/lIY59PzywThK8qR/bBnSyfA8S5cWvjMX+OtuoKHN/0PkjTPH3vVvRLmSMapwTAAHiywbbXVOLszk2IjE+EOiCInU9NTQ07d39//0a/0+Vyoa6urkFuTPe+T+IMPPzsq83G4n+u+RMy92xBXOJ0SBSqJmNxY88IuXh5xuLGYjb/GTTWL5fLcfv6VWR/uRPhfQfh+CcfwKd9R+R9dxBh0X0wefUmmOpMuOwWcffMjfulzMHgqfNwfPP7jb4TrV2N5cYuYzVzrSQwKn2Pu8ZxCfexV+IMaAKD25Qbf/vOK8jYtx3BEVGYvnbHXcfi3yI3/q9gXFDiZa0qx/du9fWSvCwER0Q1ZAmMjMeFL3bCYjLg9pV8FOdcxNdvLsGwhS/h8PtvoiQ/C3a7nY2Q0OdTd+aXqwXI/nIn6mqqmW5C+U8/ioo0nuJpNpuZgwB1pdRqNQwGA6Nk6XQ6Fnioq0KdN6lUijt37rCOj1QqhV6vb0ClJntY2hgIpCDGAq/LMOaFVfjs2ekwlN2GQq1heg68ngLNmdG8blPCMn5hnRnS/umz01GccxH7VyzAoy+/i+Cu4Rg05zl4eXnB955IFthKrhXCYaljarPNPZzkHMOPFnhSxzwTjtOpH3MAzirkHk5rVOjF8xwHzXmOJUcXd2/GpQM7EBM/QTS+Q4vvqHeJHYDKohvYuiAZRdmZOLJ+TaMoNX0n4EaAnU48/Nyb7PnliwKydmwKdSSV5+hRj0Om8sIDybMhkwmU6aZeeHpG6Di/X/cOHn7uTYxa+jrkckFB/vtNHzQJWtBnEBBTWXQD5TeF+f5TqRswcPZSPPbqe/j6zSWiZxAA0zEBwFgc/SbPxA9b/470HRsBAJ2bsTtsannSj4m9Qu8TdZW9vLwaiAnS35GNFt9l5IXb6NlSqVSoqqpi31tbW8to8XK5HGHh3dE/eRay9qfC23sOAIgSLs/r+HtxE+EX3xWgIogEqgAg/IVVAOrncGlEyG63o+LnG8hL24Pejz8JbbsQZOzfweaE4QJ0fv5Qq9VQusEDuse0SVGSWV1dzfQhFAqFiFpMjAEqMEt+KhSS+sfGI/u7r9BzXDJCOB0kOhfS0qCOEsVn+h7PGBQW3h3DF74k+i5iO/Dz24PnLhMVbAAYG4T/PBoRIMeHxhbp0lAcIZDNarXizo2fkJe2B8NmLIBPYAhqampELhdE6fcEcBr7DtIbsdlszPaX79jxi9iLAR27YOzyVQzUaGwRa85sNjPrPYVCgUFznmNgjOfIAt+96dw9Gp3dz1dFRYXw2LifC0Bg8HieG98JIhCc5m75GMB3WRtb9EzQ6GhQeHeENcHe4e8Vz7zQ6/WQ6nyR8KrQma6trWWxral5ZgJj6HiJ0UlsURr5ubBvGzLd75JSI3SCSTwtLLoPhkybL+hubV+PU9v+LlzPu4jH/Kw+naPRaGTF8+Cp86D08Rfdx+rqaphMJtbt5t1xmorFQL2SPTlUeHaPdTodqkt+xontazHoyTlMcLep+/F7YlrQ0mq1aH9vBAKmzkP67i1QaDS4cyUfN8/+gN4jHoNcLsewGQugUqkE+r+3Lx5atILF45CoXvAL68QArtKCXIRF90HsuMkAgL7jk6DW+7BxZ2IYPbjoVQCAS6FgLlASrQ9zESD9J/p3lJ8yNwKDASqdDsPnLGEsAqfTiUFPzkF1aTGCI6LgF9YJH00ajoCO9+DOlXzoAoOQ8NJfcetyBvj5eM93jWI77QU8i0yv14vYe+QSxQPTlJe3Nh57e3vDp/2LsNsFLRWLxYKqX24JbOkRj8FlsyBu4nQMmTYfMrWaAZCtjcU8u8k3tCNjEvCAj9x9jK2Nx/w58to9cYnTEZf8FCJHJzKtBM/3icVkPz+RdprNZmM5E1D//vLfCYDFAl5Ph+Ib6TzQOGdji0YAI4c/htLcTMQmJKFDr7hmgUm6V3ScPxfkIfer3Rg+V2jaWiwWlJWVNQCxPD+DgBi73Q5Hxy4YOHsp9jydhJK8LDhtNgbYndi+DjabDZl7tuDqueOMJc3nxt/9/a+4dGAH4iZOv2vQorHc+MCa15C+dytiHpvgFvx/jDH+iSXvggsylRo9HhqNrG8OIHpMEpRKZbO5Md3P0oJcHFm/hmkS+oV1blMs/i1y4/84cMGPP1ChRJoPvOUofzFoHIFHgI+t/TOjyMVOmMaSCRbADFX4ft07uHExHWVX89FrXDL6TpiKossXGhRpNOcv04YBAPonzYJUKkXfidMhVSgYmkiLF9uSSCRMnCxmXAp8QzuyBIQQU9LuAMTWXX5hnTF59Sac2L4OMY+MQ96RNHQZMBzXTh1G14EjcP30ETftyoUO0bG4eSkdDy18AWd3bUFpQS4u7N8pKsg9xcWaW35hnfHk37ay65m5axMUGg2ixybDp30HFuRUKhUyUjciY9/2Nr2QJI6oCwxCbEIS+3te0Z7sv5iPsBsUaUwjghbpEkSNiBfNxJJtrUqra9VL5BfWGcHhkSgtyEVtWSm82wUzL+MGyx1vpVKp6P7x5/LowhegVAjH4Klbwj+3vRKSIVV6wWgyonP36BaP1S+sM7MMpc2AhMlqamrQpf8w/HzxnAjEau6zprz3CY6sXwOn1QpTWSk63hclegYzD+7EzUvpuHMlH+3Cu7sdWoT7Ul1dzXQHohOSUF1dDWtVOUP3eZYGbSCVRTdwZMMawAXEjpuMzENfMK9uYlbwRSclCkC9YwF1oYlxAdQnKDRPbjQaWbEXMz6FdR/VajXTVyB/dKB+ZvXy/h2M7gqAWeZSV0mwRf33+VP/NyxydKCEs0d8otChmbGQbVKeKth2ux0nN7zDqJn9Zz6LyPhEWIxuBoHDzq7rI4tfY11dAMwhgu4BFbk8s6Oy6CbSd29B3KQZ0PoGMDAi263c/fOlc4LttVs4kRIUAkj4kRaJRAJbTQXO7t3GKPb0vNF5USJEYopqtZqBY70ff1IoyJ+cy5hBNOtPM/cE6FBHiQeEWlp8QkvfeX7HBuR8tQc/nT6CsJj70TtxJpT3RggiXRwrpbXd5qaSRj6GkSYID4g0p3pOWlIulwtxk2bAXFsDq8mAmtIiKPT+LXYgm1rkmEHsi8bOw1OdnWdPsDEQ9+/y4yI8tZqeEXr3WyqGPQsq0u6gWEQ5gmfh1NRn8fGNxo7o+2MnTIPEYYNUIkX3xybCbrfDbKiBSqVi9udGoxGR8Ymoq6tDdEISqqqqRJba1Emle8mDO/QzvssllUpRW1sLp9PJdMYshloMfWYFe46rq6vZjDRQ72hFDCQCQm5eOodjH63CgzOfwa3LFzAgZTZiEyajOC8LD85ahCvpp5j7DV0Hz3hMjYnmRGt/T4vXMTjhBktJ5Pb+xD+I5tE98waKx5f270BYdB/mMKLx9WfjoNSIeGTxaygqzINTKhcYcVyuygMFAKDQeOORxa+htrQIAJiDAImGWkwGZKXtY8eh1OjQ/bGJMJlMiBmXgpOfbmA/P7xuNQxlt+GwWhEcESXS7gDEjjpyuZyNQWm1gttfxhep6DJwOK6fOoKY8SkICu/Oftdms0Gn07ExcU+Ke1vjsb+/f/0oxJ0SHHjljyi7mo+ML1JhqizHkBlPI7BTV1RWVjKmWGufSxrBIrcnWqRjR9eCYkNr4zHlw15eXiL9Lt97BUFPz/y1ufOn54H2ON6ymF8UY5vKjbW+AQIzrLYWgDgW0/+n61x4/FsU51xko7stHSs1Iux2OxtzITCU9JEAtBiL6bNo/x/xzCs4+tEqjH3xbcDlxJd/eRkxj4yDyWzCL9kZiHgoAQ6bFe0jeohyY8pNeR0mnmHYWDzmR0+J/UHX1XD7Fxz74A3cuHAGAHDlzFGYKssB1D8fPcZOhsPhgLG6Ehn7NqAoKx1F2ZkoupSOlDWfAAB+uVqAi3s2w2W1MnDRL6wzYhMm49al88J7JAF79khjh/Ty+FjM592/ZTz+j0Z86nKXFuSi4OT3DA1ursvOL77wspgMCLynO3pPngmHw4FTG99B9NhkBHTsAmtVOZv5B4QOxaMLX2QjFaT3QC4YFNjHvvEh6kx1rNMAt3gZb91GiWrFzzdwYefHrGDO3Lcdcrkco5a+DqPRCL1ez4IozYcT6gXUJ1ByvZ9gM6PVYlC3KNTV1SGgWw+4XC6E9ewLqVSK4+v+ivyjXwvX8OebrJD17O63Ffmi63k69WPUVJQhY9dmOJ2Cgr9cLofD4cD13Mu4eSld+AeS+vvYVGeaFq938eVfXsLk1ZugdLNagPoNhJxLWgJFmM6F28kl93Aa/MKj2EYbMzoRxXlZIpCkpUXsirIbV4U5yyaOgRIuz88WzbD5+DCUmxe8FFnmRsbAYTHj0oEdkDrt6Lzyw1YdJ31/nLuAou6WXq/H9bNHUZp/uUlRUH7RNbQYDYIgqwRo99ybomfw4fveZCwloiU6DVX48i8vo2dCEgI7dcWwBS9CLpfDaDTi1Na1yPDwzgYEz2x6tqhTWJwvaHaQSwR1NPhF3QueDl/yU6FwPGOS4BvakTEunE4no41bLBahS7lnC+rq6pj+B3XcSdOGkvXq6mpB8XlsEmdzKvalpucX+Pf5U/8nlyfCT5ZkRFttqfAaNmMBXFYLnBYzTGWl0AQGY+jTK+B0OlFVfAsavS/6TZ4pcsNQKBTw8fFhn61UKhndVO3WI7HZbMz+lxTYHQ4HampqED1GeAfve3AU8g6noffjT4qcSwBxMkUJ1fmtH+Jc6ga4XC72/PJJLMVjACzZINq+yi8Qg+Y8xwq7uro6KBQKOBwO1nXmv5euT1s7wnxhTA3IsmuFKLtWCLmXBkFPv8yuD3/8raHN63Q6xhSprq5m/56PYbzgaEvL83ppfQOY4K/cS40Bs5e2KmGkxXfzqHBqTMytKVDDszDhO5C8iCTdP96WtC1aCXxBxYMoBOIQCNeUEB2/PEeFyEXF6XRCExiMR5YJnVi6zo+98DZ8fX0ZxVkmk8E3tCMefvZVBp7Ros/hr6+nmxcAkSYLuQwAgMspPIAleZdgq6mANiiIFSP0Wby2ABWLcrkc1qpy7H/5jzCW38GBVctZwQwARdmZuJWVwYoZ0jxhznFuFfsBKU+JNFr4Yvr3yLTgc+Oa8jL0niRYTdJIV0sFNx+PLSYD7FYLSgty4XI64KX3ZaPFFI8VPgGC4LLHSAXPrON1BM66Qe2f0k9gzPK3WOPPYbUisGs3lF0rREhED8SMS4HJZIK9zoRzn63DfQ8noOrObcgVcvR48FEc2/w+xrzwZ1zYvwOlBbnwC+0EuVIl0gajPIVG82w2G3PBu3hwF0yV5ZBIJPB1u5fQM+t0Olkh6wnUtjUe8+yjs5t3osxtGWuqLEdwRBTqaqpxPfcy1AFBAOpjf2tyY8/nmkC5uEkzANQ3Hj3FcptaPBhLcTP38CGWe0/8ywYodL6NAsFNLYrHpGPV1DG0Jh43FYt50EIqlaLX+CmsKdbaRd8/YIpwzQgM5Zk4rY3FdA0DukVj7OsfIver3aze+PGYUH8R0+LOlXx0H/IwABc+f3URnC4n7h04DJU3CnHfwwkwGo2MkQ9AxNK02+3s2aKYTaAhD7Cn797CWHdeel/27NHzYTQaUWeqg8VqQfuYOJQW5KDv+BRUlxShJC8Lu5bNwuTVmxgbnRYx8nMPH0JJQQ66DRohNL1dQu779Zo3kHVon4i9TveTNKb4PeS3iMf/UeDidOrHrLAJDo9kIkAtddn5xVvvxCU/BX1wGBPTgUSCwVPnYe/yOSJHAELF6N/zNpX8yMC5T9dBolAhY9cmuFwuPDBrMduUvby8BESzqhzfffgeY3IAELmLaDQaWCrv4PsPPmDdQqIAGwwGhlIRHTP3q93omZAML68u7BxdLhcTJjQaBUua2tsluH01H1Ej4pk40r/CN5eux50bP0Gp0aGPWymWXvhzuzajtDAXwRGCsA4FZirsmhJ19ByFOb7tH3hg1mKGuDocDhRdyW8AijS16Dtj4icgLLoPokbEsw2g/NZ1/PMvL6EkL6tVBTwtAgRUWm+UXStkasyeizYB/rMbKxZ4sIaoV9Wlxcz7etDcZfjhIyEZ9aTdNbfo+w+98womr97EOtByuRwjZz0Dqbsb15JDDV1DjV+A6ByILk2aMMFdwxH4xxeZ5dYpTkBq2IIX2T1UKBSIHpOEm+kncedqPoLDI9GhZ1/cvJTOBE3jJs1ATUUZ5HI57n88hbnQePv7s/ErQvb5EQIe8c8+uBMZu+otvSgpJ8FOk8kEpVLptu2U4P5JM5ibgSdFjjZQume+oR1FoAQvvkv02KgR8UhbveJ3x7zgxfeILt8Wujk/uqXU6tB32kL2efqQMAyeuwwSmQxWiwUymQxKpbIBnZYSRFqUePZMSIbTakZtZTl+uVoA/w6dYbfbBYeT2Uuh0WjQqXc/1FXcxuG/vQ6H04G4lLmQ3RshEvKj56jH2MlwOp2ITkgSaSmQcCvF4+yDO9Br/JMICOiB6mrBO56YQTSWpubowbSh8/oWv2bR9RgyexG81F6w1ZkAuYIdd2PJIy8c1xTDge9O2e12pizv7e3NOuVEH21NIc+PbxEoT+KqUaMnNyns1dSiBJSSb09giRY/nsKzfxoDbvgCgUY7KNni7QSJqdPaRcfAdyLpvlERzjcpmlr8mAa/3/PxGBB0PQgsqKqqYgK1dB5EmafkWCKRMNYnudVQDkPnarVa4XK5WBeVL1itVivuT5mDsqt5KP0xG5f370DY0tdFDRzKi+gemM1m9ncX9m2DsfwOFGoNRsxfhl/ysmE21CA2QRhXGJDyVINihphWQeHdRSLPlODzGgNNiS3/Ly8+N1YoFGh/bwRzlGjt4nPjwK7dIFMqUVddBQDQBQbhwZmLcHzbPxAZnwj/Dp2hUChE8Zgv7onhSFT8zv0fROaBnSjKzmROJxq/AJQU5CAmfgIih41C1Ih4nPtsnSg39tLpMXbFO+x+dejZB6dTP2bMDcqPTqd+7G5ezmZ5SsGJ7+Hf+V5ofHyFOAgBOAiL7oOYcSksHpMlNeUv/8pY7OPjg8FT58FiqIXTaoGXtzcsRgPO79sGU50JI5e8AVNZKS4c2otBT84Ruf815UjRFHPL6gYoqaAnQKYpthytxmIxn4ue2L6O5U1tjccAmINUY6u18ZiPxTR+QqAxxStNYDAGz13GNDhas+j7FTpfxC9bKWIBBAYGMnDUk+nR1DWka00MDnLaobrLXFuD2rJS2N1uUtR4BYBf8i+jOOcirp06jODIXuzcKFeoKy9F+u5PED1WGOPw8vKCxZ0b6XQ60RiQwWBAv8kzUXzxLEoLc6H29oW5pgpB93RnDpZVxTfxzzeXssmDkrwsJsKr8QsQ6q5N77PmOunJ9Js8E9XV1SKgzC+sE8vlaALCk73OMxl/63j8H430A1Jmo7qkGLev5mNA8uxWF5ieK2rEYyg8cwyd+g8FIHQIJRIJoscm4dSnG5qd+fdcPBXf4XCg9xNJcDqd6DtxOqMnm81m1rn7/N1X2Rx3Y8AIAFFhP3n1JrjUQnLgcDgYDV6r1SIvbQ9ziBg8dxm8vLxYskEbiEAj6gDvoBBkHdqH3MNpTMG5suiGoOjKUfPvdsnlgq6Ar48evr6+TBugzxNT6y1v9mxls4yBXcNZgc47YfB2qlEjHkNoZAxCu8eg78TpomtgtVpxdscmlBYKrJtGRzS4RWMwZkMNQ5KnvPcJ/NzAVUmeYP/aHJjDo+EA2AZMnuKe+ha0+PEUWp4jL4CYwUJdewoCXXr3w5XDabhzJZ85l7R2DUiZjYKT37NA9MQb77POqXewMN5E9mTN2RENSJmNq+eOozjnIoK6RUIhV7BOOSBsAj4+PiLas8PhQPRYAQGPGZfCCkGiQyuVSqR8sB2nP9uImEfG4dI/v8DQBS/j5rkfmFL30KdXsM5Oh5g4Ns/Pz5sajUYmpkkoNf1d9NgkQYtm6nx4uVWheeFNYlEI1qmCo4HJZBJ5sdPi6ZRmsxlKpZIFXvpO7+Aw0ZgaL6r6e2Je0MZJXeS72Xh4y0h+kfUjJTwqlapFkSdAYAbYbDZo24VAplIjY992yFRq5jpBBY5Op0NtaREDqQFA6+OH8Bf/3KC7VltbC4XeH4PmPMeKPuoc8GMS2V/uZKyzwGdfFY3JkGYSLU+apNNQhQNrXv2XxGIA8G3fEeNfew9yuZwJZdF5UaJLc71xk2bAVF2NC/u2oX/yLHTuLoiLelJRATDQhd4/z64PP3LT3KKfU/JpMpkQFt4djy75E3svW0q4+Q4vddR5h5rGnkd+PIXe7cZiMdD4rDzpT/AFeFuffRq14At3iiGUSJM9aXOfy18fGu+gIh4AAyfomOn/e3l5sftInTqz2cyssRUKBSscaEyV7GQJtCKaOj//LJPJmOaKVCrFqBXvCcKP7iKRnkFAeL9phpoW3fduQx9G7jdfwFh+B+U3r4uYiJNXb2IWh3wspntLxw3UixTyxbTnSNDvZfG5cd/xyXd9bnGTZqDwzDHWGQYApVYLQ9lt0VhGa2weebDzyonvGE2dmo7VpcXIStvHCpzPX13UIDce9ORc0bnwhf3gqfOQumgqgHrdE7oWVHST0GhM/ASERPRAUHh3jFr8GryDQ1F0JR8ntq9Fz3HJUOj9Wf5CI8g0ovpr47FfWCc89uLbLN6Ti4JcLodGo0FG2h6c2vZ3mA01kEqliHxoLIzVlSi6ki+KxZ4AHOk50XvMjzv0n/ksgHqdg+YW3w03m81C7AkOw5T3PhEciEYnthjTebABAG79mIsL+7YxS9imGm2e7zDQeG7MM1ho76Xnjx8DlsvlLZ6v57lbLBa2B1H84nM6zzHO5j6HYmXshKlsHBUAq7sIGAQENmRM/ATETZwOSICIkWOR+/1X6DV+CjvXuorbOPPZRvR8JAFfrnpeGPmuMyFg/jIc3r6Oja7KZDI4DVX4ZsM7ohHl6X/fgdOpH6Ps5xuoLLoOqXu/MRqNOLtzMwMtxixfhR+P/RNRI+KReziNvZvUjNX4BcBUWQ6f4FAYTUac3fQB+k2eKXIAIz2Srn0ewImtH6LbgOGsYQc01H/7LePxfxS48AvrDJ+QUGQd2ldfeN5FQLmwfxdK8rJQ+P1XCOt5P/QhYRjipo2FD34IxZfPt2rmn9bwOUuYOqtSqcSDf3xB9KLzs7LEDAiJ6IFpa3c0+h18ofn9P1Zj6DMrWFek5Fohftj2EWLGpzBP66gxk2G8U4IzB3YgavQkqDVqnN38NwxImQ2pzhe/XC2AoaoCMY9NEHXWebTPy7tpQc7WLPos8uLV6XRCwtv5HnRd+jq+eH0xAKD0Sh5KC3NZQW4xGfD5q4tECsaeAqP9UuYg5J5uDZSh+yfPgtRpdwfF5pW6edFPsgkli9LYidPgsNS1+Dm0aZpra1Ccn8U2cQBN61ugccZFUzOT/HF66fS478FRyPpmP4ZMm48fNv0NgFjLpbVLQg+e+z/85sDYKo3UCTyYdGH/LviEdoSmXXtU/3wN5/dtw82sdLSP7IUeo57AhbPH0D9pFmTevkIgdRcI6oAgkSCow+Fg1EEfHx843f7Ypz9eg/M7P4bdbsdDi1awogaASPSQp5pRl5hAQgAMHKHC2i+sEwbOXgqlu0suk8lYUq52e5NT8UXvrcEgBGweLKTREc9jov9PVGrqRNNG3hbtmP+lRWM0LRWYzS3v4DD0d9udUlcYACvyZTJZg1ne5hZPxR8wRejMEihCrid0vCTqywDkmU83mozTsfDCjzSnabVaWaE3eOo82IxGOCx1KLt5Ddp2IUzomR+LIICZ2EJyuVw0EqXU6pq0VG3N8mRQEIOEYie9H+f3fMKYSE6nE5l7tkChUCDE3XnirSipwKV9iN4hui5E+yeabWuKGh8fHwZwk+aEVqtFTU0NYyO05jzpneO7U00lr3ynnoDP5ubX+YSZ7jOdP8WntnQiAeEZIEYDLx5Mx8ALyjam/m80GmGtKseZHR8j4tEn4B0cyt5FGkUlAInuN9nEUpFDonIGg4HFPDoeAmp4bS2K5aQHQGN6vNghzS9rtVro9Xq4OnRG3KQZyNqfiv5Js6DW+7F3idcbokXvyoUzx2Asv4OgiGjEjEuBt7dO1P2logxAq2IxTDUsaSag/l/RUf9vWv+q3Fiu98OjL7+Ls5+8jxvpJ1BXXQWtXztYjUb4hnRE5/sHY8i0+a0G6igPjJ0wFaaKOyj5MRtAfSPJu10IYsaltCk3NpvNiBydiOPb/sGc3cYsX4UL+3cKXewNawTx/AO7UHunFGU3rqI4Lwtl1wrRMeZ+nE7diAEps5FzcBdObl0Lm82GofOXi8DMk59uYPH41+bGvBC/n58fqxcgAVzGavRMSEZdXR1sljpkHdiJ0B69UZxzET4B7aCfu0zkutGUwKhMJsPgqfPqRVfdwGRrmLkUi3mdKGrADF/4EtO9aW5RDHM6nYw1lblnC0pzMpHw5kfQBQU1+u8aY1w0FY/545RIJKiruI2zn21kAsB2u71JwLo1i7dxpnjMj/N5Lj4Wn925CfeNmgBtuxAh9voEYNQra5CxYwNkcgWixybhzo2fUF1ajMCu3WCtM6GmpAjFeVmYuWEvEwQNjuzF9k8fHx8cX/dXnEvdgOvpxwWbVAAuu5VJGdy4cBqjXlkDpVIpanhT/TTlvU8wIGU2vl/3DiIfGguFXIHKohuw2x1wWs3olZCM3pNnQu7ea8mt6ciGNQxQ4UWdB6Q8hZOfrme5AsViHx8fKH0D0H/mszi7+W+CjuTm91lTiPQuzLU1GD53yW8ej//j3DoeTT2d+nGbAwrvVgEJGH2R1lU3YNCWkQGe8ixVeaH/zGfZy04daEqUhs9ZwsY0mio+eRYHee72fCQB6cf+yR6AK2d+wBNvr8OY5W+JrIAA4SXjVexzv9qNS/t3MEEjYj1cyzgFQEDTeDbAXa1Gil9KcBwOB3onzoRTKkfUyNEo+O4gastKAQBWk5GJL4VE9EDMYxMACRDaPQax45KQeUiwVSU3AZ5N0rl7NDIk0laxBfhFLI4BKU8JCaneHzKVGudSN4j0JTyXJ2uj3b3dIZVKUVqYi8hho5q8nx17xkIXGISOPfuyv+ODsGfHXqvV1gMYlZXo36ErZGp1k1oZLa0j69egpCBHxNTgNwd6Jj1HGnh9DdKUAYCQyBim6n27MA+3C/NQePxbmCrLYaiswNBnVgAAS+4dDgdqa2vh5+eHkmuFOLtjE/onz0JYeHfU1tYySmPMuBQ4HA5B1Nbt6MDbk9ExUxJNIre0yVCSTkm8QqFgAIZEIoHVamXgBuCerXczMHgmEy+wSBbJ1qpyfP7uq3C6nLjv4QTkf7MfDocDw+YsgdY/SAR2WK1WZp9psVjgzzEwfk+rpSKrpcXPqFIXm7rCVCTJ5XLmmtDa4pCSIa1/EIbOX86YNwSCUCzmAaXmgEAerLBVV+CHdashl8sRN2UuFHp/VuCpfQPhE9gOx7d8CJlKjeELX4KXlxc7R1t1OS7s284sP6l4UyqViJ04DZV3SuFyuto0o9vY8rwvxDIgpgVdV9JniR6bBKVKyQoCEmmk8Ua73S4SQqVYDAhxjJgwpJ/RGrYALc8ZZ7pXAFr8HP48qfPocDiaTV55wTjq8vEMG8/OJhX0vLMKOZJ4Oti0ZlFxANSzQjznuXmRV7pf/Ax1XV0dfvjHalw6sANVZbcxcskbbMyC//3q6moGFJCwG3+OAJgmicPhYKNfdD3pc6hwIlFN+je8PTHfCaVV8fMNfPXa0yi7mg+r0YCRS98QnqHqcpzY8iFcTheGzF4E3/YdRV23+yf9AWazGbETpkEfEgZbdQXbs4dMmw+FO2bTWIxUKmVaGXQ9eeD56McfIGPXJjgcDgydv/x3NyZC61+RGx/dshaR8YlQabxRV12FwK7hoKTOy89fsO9sw/NOQKHCJwAa/3ZMc8cnOBTxy1ZiyLznWaHY2tx4xNMvw2QyodvQh1F8+TwenLkIuYfTAIDlkkqNDk+8/j7SVq9g+m7BEVHMxt5cWwNIgF4JyYgcncj2asrb7xs1AVV3bkMik6Df5Jltuo6eq7Hi92aWoOfldDox9OkVGDx3GWzV5fD2C0DnBx7ElePfocfYJJFjD/+MkxijzWZDybVC5BzchQEps0X3vLKyslVsAX7xMY3XLCJWQlPxmAexy29dh73OhKBukSjOvYicg7tE41ue30cafrRYvPVgOPMde76oVygUePjZV5sUZG5u1dbWNmBqeAInBPrzIw187kKxuPJOKR5+7s16ALddCIY+8yqLn8c3vceeT2Jpl10rZKxzPjfWe3vjyPo1MFRXICp+Ilw2K24X5iEkogdUWh2KsjOhCwxCaf5l5KXtQfgLqxh7tcuA4Tjy4ZssDgBgtqV5Bbn4+XIGOsbcj0v7d6DvhKm4uGszSvIuMXYSIIAVQ2Y8jagRj+HaeaFOfHDmIhxZ/y4sJgNzxaFYXFlZyZoXvR9/EgAQ88g4/HjsawxIeQpHNgjOWTcvpePrD/6MrIM7YTabkfDin3//GheAmE7flg4mUb9IADC0R2/EpcxlP6dkZvDUeXBZLa2a+ecXjQP0eGgM2/Q9XwASYWxuQ6HjtBgNiHlsAm5fzUfJ158ztde4xOkMkT2wYiGe/NtWaAJDEDthGtRqNXqOS4a5TqAyk9BR38TpwotXWozSglzhMwtyANRTgDwdRtq6+KKaXmq73Y6akiJk7BRE8qJHTcD100cAgG0mtGjeUaZUslGd2HGToVAoGK2VuuKiB70ZtkBjizqbQ2Y8Db+wTmzsZMCUp9g13rogGZ16xQkuF27LW88/k0+0rbYKxz5a1Szwc2zzBzCU3caxze+j56jxop/x6C7fJaKNht/0eMGk1nRU6Fm6dv4kAKBjz/tZQsBvTjTaQCMN5IpBwkIavwBY3dc+JKIHxr38F0G7wW01TMkAIIixGe+UQNsuBEA9eEGClllfpCJzzxbB33ne86IZ7U7deyBoyZ8abBh8l5zvmNJ8Km/vSMk+FYRUGPFaDJ4AiMlkYoBGbW0t+zOJ3XmK9Zb8mF3/57xLbueUJfAODhNRtYH6IuH3REumxXej24qY88KexJIgTQgCqyiZIJCqpTlTWp70Uxpn4Y+xNbEYEN6hE9vXo8P9Q/Dz+eOwmYy4tF8QqvLS6ZnwZ8XPN3A2bQ96PpIAi8WCPhOmsgKUCsELB3ayRIu3RbXb7VDofDH82T+x4/+1i09AedcqfUgYo7P6d+iMYQteFEAdhQIDnxIzxqRSKSQSCcxmM7vHNKbFs5D4a9pWIMuz40YgIoGSpC1BhbdGoxEprdN5EmuqJXYOD4w0BobxbBWe0UXfAUA0ItMaIVKgfuyGiiM+UW4MxOYBNp4FQWwdAiEUcgUDWOm6UNeTH00iIJAAXYqZxKCgIojeL6VSCZ1Ox6yl+flpl8slaiIQYMXv1Wq1Gnlpe5hWAST17+X5Lz5D9pe7AQC+7QQ2Hj++I9X6YOBTS9k9PbV1LTL2bEW/lDmMXUJgJlCv00HHzzPpSEDZ6XTivlETfpdjIrTuNje22+0oupKPAysWojjnIiyGWpTkXXL/VIKya4UIjojCQ/OfZ5381sZioP6+93hoNG6eP4mg8O7s+NqaG5/8dAN6JiTB5QKOfrQKxTkXWWc3LnE6eiUkw1RbDUNVBSqLbghj4ScPMweRrLR9gt6au5M8aPoCtL8nQqSVZbFYoG0XgpFL3xAam20shj0XD85SM4iaQFaLlcVjTfuOGDTnObfAfrQIOKT/0nsG1Mf4C9sFJx1APIraHFugsUUxjYpzum88aF1RUcHyKj4O83/OS9uDy1/uQt8JU9ElbkizwA+BsZTP8Yt3SXE6ncwil9iIpIkUMy6lTSN2gDgeA/VOKPRnGrsgoIRGGgiUIC0lAiXofvj5+TFGOAnUUu7ZMyEZN8+fZAABidJaTAakrV4BU00VMvdth0ajgVQqZWz4filzMHjqPAR26MxE4ElDLfvbLxEzLgWA8P4TEJiw8iPkHNyFfpNnwmgSjrv2TglKC3JRUpCDjr3uR9zE6aLcPbRHb/b55toamA01uLB/F8quFQIAvvnwTZRduwJAYJif27UZcZNmwOo2oaBroPILRP+Zz0Iul2NgRA/o3E4kxHQP7NYDfRJnIGrMpN8sN/6PAxeAcIMGpMzGkfXvAhIwe5amFt85BoQb9NiK96AJDGYPLCUTMk7dvLnuu+fnk0pyzndfov/McNHsamOJaFPqwfz4hi4wiKk5j3lhFRMmBFzsfI6sXwOJUoXI+ESWDCsdDgxb8CL0ej1qa2uh0XRgllQ+waGCI8qBnQAgOESk7Wt14d/S+fNuHcY7JfjnW0vZvGTVjSsozrkoeEO7aUix45JYEUxChl/+5SWR5SxZItaUFuG42xeYrhmj3aGhjWhjx0nWqbRx8t3Zyas3IXXJH1CSJ4yB0IsGQPRnUtWtqanBmU3vMTBhzPK3GthfVhbdQECne2C3WjDmhT83EB7iiyxKqviEkxcK5Dsqny3+g0CHbAJYyT18iLFzACAoIhp9U54Socaes4QDUmbDXFvDgllg124M2CJRK9J9IYvhLrGCQO2R9WvYv/vx632M/q/RaNiGazab0WPMZMhkMqY0TBRvEqijeUVyivDskmu1WobsAmI3A3I5IDFEtVrN5tJpg+G7sTWlRfjh479BIZejb/IcBrYAgPFOCc4e3InI+ERc3L1ZCLhdu6Hr/QMRm5DEHIVKCnKEJMR9y5wuJ+JS5sDLP4jFlN8bLZlfPADWWosrHtgEhAKZFLx55gX/c0qcWkpK7Ha7yFWC/o6eF3quPP9NY+KM/L6hObgbpsoyIXYlCno7NH9tt9txLG0PzqVugMPpwMDZS6FWqxtYuPZPmgWbzYYHkmczdwdPRxTSB/g1y1NN/vL+HcjcswUSiYS5mxA4RzoDvMUlsYzoueXBCHqn1Y0UME2xBZq7V1Tk0nfRfSe3FU9HCJ6xQCAhHT+Nt5hMJpZIU1yh+0mFjz6kQ4MuGvv5uGQEdO3GCnJii/GxmL8uBK5Qwup5HXkNDloUf/lnznNkhIp5Ar8AMFCiz+RZ8PLWY9iMhQzk5sXt6H/koET3TaVSCXbB7veNB3/5UUw6LqehCt9vEEYFT7r3NqnOlzEsaGSKdyCha08uFZAAQ2c9y65B1OjJqC4vYxbBcrkcNaVFOLtjE/pNnsmcFsj2mCy7O/Ybwt4RXqeDwCr6fBpjIfAFHTrjwT++wACO33M89gvrLOR6tbWoqqoSPf+NLYrFZ3dsQnHORQRHRKHo8nkGVgSHRwp/Do/EuV2bRU4drS0Q6b7kfPcVcyHwDg5ldujpu7eIcqam4jHlxqU3foKhtIjpkvG5sXdwKA6+/RLOpW6AUqFEcX6WUKjF3M8YxsHhkSxvtJoMcBqqoA8OYyAdb/XbGq2d1p6/2Wxm44nB3aIQ1L0nYpMENgGBdBRbaU/wHI+mz6L/arVaDHpyDqxGQ4NmK4H+dBx3E4spxpLLBsUVvkHD/1niNjgAgD4TpkLpEwCXm7HhmRtUFt3Ame3rERmfiI73RTW47yJtOLUOJpNJxEYkTaSm4nFTwIrnGCQA1JYW4cym99hz6GktS/GY4guJuLpcLlEsVqlULA7zuSzpbj3+lw04+OrTDGiLHDYKVb8U4fiWDxE96nFm0kDgASQQYnxYJzZCfmT9GkAC+ASHihhLlBtbq8qRfXAnBj05B1KdLxRylSCFYKiCSqNz1whJ+PIvL6GkIAft7u2OoO49MXTWsyKmU/qerYh8eCyCu0W5wRbhPQjs2q2euWQ244FZiyGTyaBSqdi1puvEAHSNHmNf/wBZ+3cgMj6R1d6/VSz+rwAuAHfn3F2UWQwGQRiRCrgDu2AxGqDS6BA7bjIrgGmW+f7kOZDrhc3e6XSi+pefkfn5dvR5YipUfoGIHpuE6xmnWIHYHHjBJ7dh0X0wZNp8hkqTZSKJtgD1SH9jzhp2ux1Wm5DoylVeDLTwLBYBMGS9urQYWXu3wmKoxagX/iyiwvN0UJvNBj9eNNDNrrj89f/hp3PH0W3A8Lu6D57nPyDlKWHma/s6OCx1KMnLYtedQApPKiBfBPPnRpazZkMNakuL2EyiVCpl58GP6RTnZTUAD3iNBnoO+qXMATTeou5XXcVtnP5sIwbNWYYrR9KgVCkROy4JF77YyV70C/uFPw9IeYoF9Z4JyfjpnAAmHHz7JRTnXGSWXwQeZKXtw5AZT6NL7AMMua365RZyDu5iiQCNRQD11HTPQO4X1hljlr/FrjedD4BGQZaY+AkCJc3lwsNL/sQoubyXMgCWwGsCQyBRqlBSkAOFWsOQ1qZEZGn5hXXG8LlL8PV7b8AFF6IfGsN0BtRqNVQqFW7fFizttO1CmKCPXC5nWhB0vnxXEqifnyfmBm8nabFYRIUET7UGIOoEUmFhrSrH5++9BrgEkCE3bS8A4Je8S2gf1ZuNflzYvo8VonaLsMGFRsbgidffZ+8Pv4kA9bOAJT9mY/LqTfDi3Ft+z4s2TopzFosFPj4+LFlQKpXsOfZ0flAoFCi7eQ2Zn2/HvYNHIv/QPty5+iOGPv0KQqJ6o7a2Ft7e3qKkpKmE2XP0hHRPCBjkXRg8hV15TQj67JNuoWa1rz9MlWUI6hbZ6DsglwtWgoBgpyaVStlMMgDWibbZvNF/5rNwuUeY+GcVAOteU3F6N88NX9hTwt0/aRbMFkGklt4FSs75woZnH/B/5p0ZeMtMur+egpY80ETvHT8KR4k4PSsqlYqJgKpUKsYCICCrOcYF77JFcY3uOeDWQDDVIn33FpGvfPyylSJhMK1Wi6Nb1uJc6gZIpVJ0XrZSZI3YWDHl5+fHXBOYsj9n80b3gv87EqWka8TrQmi1WlT9cgvHt69F/6RZzE7dVl2Oc7u2oGdCMvw7dBaKm67hTbpGEJuD3EnIMpjOk0ALKvhpjIqnZ8dNmgGFjz8Ob/oQ53d+zESZHQ4H+s1YxMRm6frxLDg6F7mPDxvfpGutUCjQ8b4otFvxLnsmbuRn48ArC1Gce5HNTRP4rNfrcSv9OErzL+P6maMsRyCdDv78eYYTX2CRnkdjxfDvcZHuCyCwUYg5pVarRXow/LhBrNsNzmoysH3MajLBZjIiOCIKVpMRx7d8CFNNFR585tUWYzHQMB7zbOa8U0eQ930anG57d6CeLdBYPOZz46KLZ1FXVdFkbjxsxgJB+M/tOEIMC8pnADAKffqerQ0alBT7yCFHqVTe1X1obD8iAUMq6mkP5MFi/nryRTAgjsUl1wpZI49yYGqqAc3HYn78jACR8lvXcXHPZigVSgyZtQgmkxEZe7ch5tFxuPzNAeYm0xzjgt7p/jOfZew5z/joGY9lMhnCY/o0yI2J8Zt7OA0Dn1oqcgzhG79y2n9MtTi1da1ged6xS6PACv2ZHGSomXVh+06c3LqWsY2jRjwGAGx8Om7SDEDjjYqfb+DygR3omZAMfUgY5HI5gluIxd7e3qipqQEABHTtxuyAYxOS0KXvAOx8cT4AwOEgzR8Xy6mF59QlYk8T64FyWFNNFTR6Xza6SiKt1PAF0CAep61ewWq2pHc2Q+HjDy8vL9zIF1ygSJRTqvTC6Dc+QvbBnYh5JAE/HvsnzIYapO/ZCl1gEMKHPAxAyHFoZNSz+Qi4RxJ9AvDArMUNnsPfYv1HIn5jSUPcpBnI/+Fb3LmaLxp94As4ACjOzxK5hHgHh4qKI6fTKfjd7tkCp9OJgU8thSYwGJNXb2L0cB68EIkVHtglGj0Z8/oHkLsFqHgFbQpO5DlOnsvUPd+2IAUdY+5H35Sn0DtxJoqyM1F2VXCPaMrZhDQQSKFYqRKCCVGfALBEgmiUPC2HrunRTe/DUHYbB1Y9jw49+7RZ0OnI+jVsc6BjTVu9AudSN4hsXukc+A2mqcVbzl7Yv5NpWAyZtQgWi6UB9YxnIlAxT2gl3R/6eXD3nkwzg0/yz362EedSNwAAJr75IWpLi9jIjkqnA+ACJALQVVNbgxC3k4ZGo8Gjr7yLrP2piBo5Gkc/ekt0HHGJ0zFo+gJEj01is+IAcHz7WkZ9GzLvedF4BJ/ke1Jbcw8fYoDW4OkL8f261fAJCYPG2wfeAcEou3kVXjpvZj9Lm/V3a15Fh559ETdlLjSaDqLPpQ2jrq4OHeOGIPvrz2GqKGsRsKDlyWjK/u5LaDuFs3lws9kMnU7HZpJplpoSKKvVymyd+OeX6Nl8EkaJMb9xRz80mrnQEOtk+Jwl0ASGwGq1Cuh7WYloVAyoVxq3u+cHbxfmoSTvEoLDI4Wfj01C9NgkZLoFDG9fyRd1NPzCOrON4HrGKdy6dB4WkxFF2ZlIXTQV09am1m+qv6PlGY+pG0HFIt9lAsA6HDU1NazLS8VNbWkRvl65BMW5F1Gak4ni3IsAgON/fxuJH+1ks/cEhHkmzAR2UbFPVHhim1ERw3fOKGGhWEysJ8/uefTYJFTeKUVJTibqqirQuXe/Zmevx76wiiWq9D0A2OeRAGlTsZg/B4fD0WqdCP6+UFeMV5NX+gZg4OyljMpKzKbWLn6UgXXb3Hodg6fOAzyecX5khO4Zvdd8cU/3gx89oe8AIDpemUwGg8EAg8HAHDQojnh5eYm+k7r/xPQ6u32daD/ik1GyhjYajUzEldh4PMOisVgsl9e7JpAFM1A/YkOsESrCXS4XnE4n0w+x2Wyi4t/Hx4eB81fPHcejL78LuVyOQysXozjnIiRSCcYuX9XivaP3z+l0wmAwiAox6tLSO0VjQJVFN3Fm299RlJWOsutXUF12Bw8uehU9xkyGw+FA1MjRuHn2GO4bNYGByiqVir3HgLA3UkwnkJlYLzy7jhdHJnew4tyL0AUGIeaRcSxfoXcmdsJUuFwuRI2ZBKfTyRxOiAnDP6e8KwA9D0Rvb4l98L+4GmPuEsBImi/0bjU2xkhFdZeonggI8MeRDWsYhb3y5+uo/Pk6AKD2jqBJVnT5AmCqhcINqnnGYiqESUjSbrfDVFaKi3s2s4ZM+p6tKMq9hOKci+g7YSrLj+7c+Anpu7cIoJn78ysqKthoxN3mxjT2S7P6AHB8y4eIS5yOsOg+DTRB6JpGPPoENIHBqKmpuSvRR35MkK4RCRgSE5WvaVoTk3k9nsv760dEoh8a3cC5Dmg8FvN5Fx+PLx/YwcYgJUoVbDYbMvdsQfHl8yy3G/vCKgBgey7tcfTO05gWUN90ouNuLB7HTZzOmCIk1Ei5MV8/eLLdPBkRAJC+ewsydm6CTCrDQ4tWiBibSqWSuUDR9aY4Zrfb0dPN5LCaDKLPpfFpU50J0WOS8PWbS1CafxkymQwjnn651Ywmeu9KrhWy2uDC/p3IPZyG+x+fApXWG06LGce3fIjqkmKU3/oJ3gHByD/2tTDqdG935poDCM1ESICMvdvZ39HoKpk2RI9NYufocDhQdCUfl/fvwKAn5zA2y5jlq+Ab2hEGgwHV1dU4u2MTMvdsQUz8BIT26I3oUU9A2y6EjX48EB6F2tIi3Lh4DrcL85D79f9haES0SF+J7jfFZhrHp4ZVdXV1A9D5373+I1Hfk0JpNBqh8PFH/OsfIi9tD2IeSUD6559BLpej+yPjkPfNF6irrYFG74P7H08R0cjoIdJoNCzZ7v3Ek5DJZOgxVvAJt9vt0PoGsNEBGslwupy4eSkdd67ks0IYENRWE974CHK9HwMsSEiHvK55FNlut0Ot98OU9z7Bp89OR3HORZQU5ECp1WHIvOfRuXccyq7mt8o9grQleo2ehJqaGvagEhLK+6xrtVq2uVC3a9iCl3Dg1YUwlN3GtmemYvTyVcj6ck+rR3BI6JSOlR/HaKngbdVyd7NdLhdcah36z3yWzRzSuXgHh2Hy6k04sX1dA1QQEEaDhi18GQXH/omoMZPgE9IBSqUStpoK/LB+DVxwIe6JJ6FSqZhHPD+yAwB5RwTAAACcUjmGL3yJvZjBXcPRP2kmLh/YiQdnPoNjmz9A3/HC3Fm3AcNx5fwpmEwm5j9N9D6pVIoBKU+JOpaeM+P87C8A9Bg7GU6nE4OenIt/fvhnlF3Nh+FOKcw1lQiL7sPEr+ie8HNspQW5kEqkUGp16DkuGVq30jO/uf34/UGYKsoQHBGFaWt3AHAxFe6mngVPd4aYcSmsSKPEXKvVol27doxmR9153nGHZwtRIUCbID9SUltahK/W1IMQxI7KPLiL3aPivCyMfeNDxmbhXRvoOAGgpCAHcYnT0bXvQPHoBwThLn1wGAZOX4BSN+WUt+/lV+7hQygpyGFuOSUFOWKtlAO7/mVWl//pRbGMOiNEH2fjdm4aJc3bq1Qq1NXVseeZ7/gc3bIWxbkXERbdB48sfR0nt69H9a1r6P/kPBxe8xokUgn6Jj2F9vdGMLoqJbT0GfRuAPXFLt91JKCCKLgELFMsJk0Zz+65b2hH6Hz9UXHjaqssl+VyOWCqxZlt/0DPhGQ2elRTUwO9Xg8AIio+D1iQ3gB1K2w2G8rLy5l4WVsSJL7g5ynA3t7evypZoM6dQqFAxv4dOJe6AT9fOocn/7aVMQapcKH5a76rS/dHq9WywprOzXNEhHRP6Bz45A+oB8MAoZuvUqkaiEXStR4w5SkhkUtIgm/7jjixfjVObl0Li8XCbB21Wi3a3xsh6pzxRQIlzPx4CS1PZyL+GPlnkz6XH7vxpGfzIHzuV7shkUhQnCO8H8P+sJCxI5q7jzyTg0ZSvLy8GGhms9nQrl07APXg2tnNf2Odb6B+XFEfEoah85dDqVSi+8BhcDgcqK6uhkwmY7kFsWXonAEhWXU6nagpKUJe2h4Mm7GAjZjwXTgAiJ0wDaW5mSjOuYgfj32NR2L7M/0bh8MBhU8ABs9dBkBMeSdQ0vNa0Pgv2bZSjLBarZDL5agtLcLlAztFI6f/q4sv4AakzMbp1I8Zi1OhUMBhqMKZTzeg29CHcf30UXQZMAyFP3yL2AnTEHBvBItFtaVFrPkQlzgdnWMfQFVpMap/vgmH3YbKn69DrvJCSUEOAxeouy2Xy1ku7XK5RAwjhUKB/EN7RTanJMAeFtkLw+cuhVTnA6PRiOOb3kP6DkEPbdTS13E99zIu7NuGmHEpCLmnG9rfG3HXuXHmoS9YXiRXKDkXOBfTBCHAorqkGFmH9sFYXYkhC1+B0+lEWVkZ9Ho9Y3m2Jh7TNSDQg4/F/woQjTQeugwYjv0rl6GkIIdp1YmELe0OnN2+DgOmPAWtf5BIL472a5fLha4DhuPWhVNoH9EDA6fMYe5OvR4dz0QW5XI5KisrRWMWfCwGwMaIgHrwghi+RqNRYJMBGDhlDk59tkEY69HoWAOPz435e8znxjTWzIMefG7MixFbLBYmQMyPSPL6ZwqfAAya8xxqSoug1OgYeD0gZTYsFgsiRyci+8BOlOZfRmiP3hg+82nWjGuOOUBxnprXF7bvYMKaFpOB1RiPv/JXVBbdgFrvg8KTh1FSkAONXwAAIZd0OIXj9vLWQ+3jj6Dw7ohNEOpVi1GYOBj05Fw2LtJvxiJRA6muro6BEtczTiG0e4xotJ+PxcS8Ks65iJ/Pn0Dn2AdELDaFTwBCInvhdmEe2+cbA5L554PiNDVnCEy2VVfg+Ob3/+258W8OXNDcafTYJGg0Gkb35Sk6RqORWYbabDYMi+zFOgs+Pj6sy0/UcaJIki2Zrl17DJ67DA6HAzUlRcj+cicenL4ASt8APPryu8j9ajesJgNDI0O6x2DMC4L9ktPpRL8p8xDYqauo80eChJ5aBrRpu1wuyHS+GPv6hzix+QPI5DLEjEuBVqvF/eOTUfJjdqvcI0iwMeub/QwV4wtdfjkcjgYiXB1798Mfd3yLbc9MRUleFr76y0v1Ht4u4UXxVPUFINI0CO3RG/cnz4Hdbm8gfvlrF20+9z2cwM6JxnB4MUsCNeRyOUb2ikPJtUKWvNFoUN92wUjf8wm69B+GK0fTBCVdd5Fa/tOPmPLeJ/AODsWN/GwmaOnXoQtUGi0LJPf0H4q+E6fDZrOh6Eo+MnZsZPoG6Xu34robwQcgsgS6mXkG499cC4WPEIx4VklTM5081Y9Z3On9MWjOc4CphglomWsqBcaP+5mkQEbAkedIA43bhC1+jSXhfn5+KLqSjztuuzJKDAhxBtCkcBaP3nbpOwB2u50lHZEjHsOV49+h5yMJ+P6rPSxAOa1WnNq+DtEjxyD3cJqo0AMEoIICnr+/P2pLixqM/ABgM65fvv0SY/44bDahi/LJWjy6fBWsVeUwG2oQEz+hwXXhVczpOl05cwyVP1+H02pxC991RIeefVFakItbWecb1VKh98JTsLS0IFcEev1aa7X/9KLkS6VS4ezebSL3IiqOCdggVxd6dp1Opyj5qK2tRWR8IlwuF4ZO/yNsCi88+pLg2HFuy/vISdsDAJBJZQh/80NWkPEOCkB9ocI7RHl2HXl19Ts3fsLZ7evQ+/EnofILbDDDTCrnarWazesOmTa/VfEsffcWpO/YCLvdjmELXmRjiJEj43Hr7A+ImzQDSt8AUSzmWXEqlQoymYwJxvIjUwR6AvVANF1HvojjBSM9Bdd+zeK75j0TknHlzA8ozrmIk59uYHbidXV1LCbL5XLGkCAwi54PSnSJFQCAMWPomfF0uqBGAO2xEolEVJwTu4oHSmw2Qb+IZoFNJhOixybBbBEcVIj5wrNKeN0LWvRzXqSNjovAVRpno9+nERe6Zt7e3uye8PPqvB6Wd3BY/ajkmElMaHv4zKdZgQc0Ly5JuQbZJNJx0XEoFAqmvUWF64ApT8FUUwWn1QqZSoXYpNkilsjt61dx9Kvd6Js4HWFuoUNiTNB7qNFohKTX/XdyuRwXd2/GpQM74LDU4aGlK6FSqVjxRkVNUFRPPPm3rayAlMvlQsx3a6XQs02AGD+339S4Ag80ec5cn925GZl7tohGTv8XFzWJyOaemi1Xzx1HwsqPEBTeHd988gHSd2xkXfMbF06jKDsTXl5e6LJsJXv2qPmgCwxCbEISJFpvfP7CPJRdL0RwN4G9abeYoQsMQtSIeNbdlkqk8J+7jD0DNN5TV1fHHDq6D38MV08fhcVkRElBDmrulMBUWc5yRIrH3YY+DLvdji4DhuOb915nYoUOcx28/QMw6Mk5eHD2YshUagyZNr/F68PnxpHxibAYa1HEiRECLngHh2HQnOfg5eXFmMLUfJDJZAgMDERZWZmIMQi0Ph6bykpx4dBepjfwr4rFABDStRuGL3wJZza9x86JhB55+0lyMLlx/gTGr3gH2d99xXR+CHD18vLC9bNHcedKPrr2GwqJVg+tSoMHZi2GQqHAI7H9UVtahC//8jIiRj0BXbv2kEqlDBjkYzPpAvHioPQO2mw2KHwEdxqpQoHI+EQ4nA5EJySx2Mbnxk1pAfIj4l46PXqMncwcObyDQ1FeXs5+t7FYTMCR50iDQu/PABSKx2NfWIXa2lrIxk+B0+nEA8mz4RfWSTRq2FQ85mOxSqXCoCfn4Nr5kyjOuQi5lxr9Uuag78Tpgi24Ro9HFr+GiAcfxVd/eQlDZjyDghPfwwUXuo0YgxPr/oLS/Msw19ag8ufrkMiVmPjmh+z54x3MADDmKT8OVnTxDIqyM6Fv3wGDpi9Av8kz4XK5mPNeUFRPhMf0EefGbhZbbW0tA6QfmPpHePsFIGZcCruOTQHJzcViEl4G/r258W8OXJxO/VhEnfTv0JldKHrYePVbml/y7GoRpZE6vbxTAQCWWOV8uQsZOzfBS+WFh599FQEdu2Do/OUou3kNDocdLhfwwNQ/okNUT3SJHcAeXkqwKHEm+zBPoRvafAHhYdOHhOGR599iCbbRaGyTewTvZkLfxyeC9GJRYuc586/VagGdDuPfXIvze7Yi4sFHkf/tfga8kA5HaPcYpO/dKvozILAZxq1cC7le6HLyFoP/ikXX4vrpIwiNjmUbJN/Z44EaSjwVen/cnzxHAJ1qKpGxdyscljpk7NuOokvpDJyhTYoXOjVUVaDsujBH1jGmL0YtfpV1I/zad0DnyGihQ7B9LeviMxoyJzKae1gsNpqeugEylZrRqykY0IsM1DOKeBo+/T3NyblcLhxdvwalhblMMJKK8cZGcTxHGorzshA1Ip49twTwXN6/A6WFuSx5Ee5j0/eT5u6INpb93Zfo0ncAakuLGL2ZOmnk2AIIAQoAMnZuQkn2BRRlZ6IoK10kmEvvAz3DlJSRLavnGAuvpn5kw7sou1aIn7MzUFNahIzUjUjfuxVxE6czjQq6LnygpOv0+WuLkL7nOu789CNqSoug0Psjbspc5ibSmO4N/1mNCZbS8f6r3ov/1KLiTyqVipIO3mGhtfHY5XJBHxKGYQtehEwmg5Wbl+85LhlXTh1BaWEuSvOzUFtaBLu7cxQzLoUJ+JHGgkqlYrGYB4f5RX+fvnsLzqVuEKiPsxaLxg6IzkxjTkTt5XUpmlpUSPSdMBXdR47G2c1/g7GqEpcO7GDvgcViQf+Zz4pisScrjujdBMRQgUcxXC6XsySM7+xREc9rT/Dx49cuHkj1De2Ix1f9A5mfb2dJJwFIdB15cIkAGXo+6Pjp94CGiRZpMTS2p/IuG3TNeDp0gz0O9awtjUaDgbOXinR+PJmITqeTgSx8oUGfRQU1r2dCDQoCKZoayaEklxcy5fVXaLmc9e+Hn7+/aI/wXDQyRUADPb9+fn7QarWoqKhgx01dQL4zrvYPwvBn/8QANHqWrFYrZDIZ8tL2MEDu4WdfFT13BJbxxQBdN6VK0Ae4eSkdJT8Vwr9DZ/Zs8905z1jMU40rKioYIMRraRD1vDHwgmfLEIuJWBx9npgKjUbzPx+LqUlEIu4hET0QHBGF4pyLOPjq05jy3icsP3xw1iLcyspgeQnPMBiQMhsDUmazvfXC/p1QanW4XZCNoIhojFz8KnK+/j8UXRLGiC7s34nYcZOFXLBHHxxd+2f0Gj8FLpcLuV/txvCZC0VODJe/OcDEvgEwoW+6/hSPHZY6KFRq5H+7Hxn7tiMmfoJwPtkZKLtWCKlUikFznmt1PKZz79rnAYH1M2cJjm5Yg7JrhSgpyMHp1I8xaM5zLK7SqFifxx5n1wgQuvPlt64jL203ug4YgSsnvmOW1nw8pj+XXruCrP2piJ0wDfmH9rJGEa838K9YVFPEjE+BoawUt68IDj7Ht3yIvhOmol/KHDgtZtacKy3IZTpsLpcLQ+cvZ+87AEEbAoJOkyezqba2lmkAmUwmDJ67DEqlUsSCpNhMwr3UxefHez3FRtGxCwbOXspEhCkee+ZPQD2jiEAMPjf9ft1qZO7bDqnTDv2SNxhoplQqm43FniMNtKd4skp7jJ0s2JvOX85+v7m9leIxSRKYTCaoVCp4B4fhsRXv4cK+bYidOB3qgCBI3RbTgBDf2t3XE4kf7oRCoUBI7EB2H0a9sgYX92xGUZYgnmt3iBmbVNtSPKbzJgZqUFBPdO7dTxiLvvojHpy/HDJvAUxTq9WtisdVVVUC+ObWqqurq2ONnrbEYqp7osckwV5nglKp/LfG498cuOCpk9lf7sTA2UtFmxYV5jRHK5VKmdAUAFGHhDZjAj1IdVcikaD6l1s4u3MzQqP6ICgiGl0GDGeBQS6XQx8Shsde+AtLkOgG8WiS2WxmXTJ+rg2of7irim/i7M7N6J80E76hnVjRTUyPwVPnocfYybh67niL4qC8m0f2twfxQKdwZudIKq+UJPIe0J4vcnV1NRQ+ARg6fzlsNhsejOwlUCuryplGSMA99yG0R29hJOC+aESPmQSXy4XBM5+BLqg97HY76ipu49SWj9ydfVeD423r4sdOBj05F3B3WnnfZwqYarWadZWkUilqSoqYowk9Pzy4cGG/4KrC0wXNhhqcS92AXuOSmZIubQYkqBM1Il6gPBmqYDUZGnTxAU5stK9YbJQ+X6VSIX7ZShGdnQ/6nmNR9OzwVGliT3S9f6CoGG9pXdi/i83XJbwqeCtTMtt5wDBc+moPDGW3kXs4DV36DmgQwPh7w+taBEVEI2ZcCq5nnMJni//QwA2Hv+akmgxABOwcWrmYdYqAegcIa1U5G0kKDo9ExKCRDWiE/HEOn7OEgSnpn62HrU7YFEhwqKXFWzcdWLEQw55+GTdOH2XPQHPvJZ8MPvHG+yK2izB69etZSP/JxY8V+YZ2ZPGYuimtjcdUEAFgnSsqLCkW95++AIf/9jpLMgEwHRoS8HO5XMzHntcsAOpVxkmLgAACSniixyaxYlev1zfQSLDZbNDpdIxi35wYHf8+xE2czrRuesQnIi75KcTGP4Hs775Ez4RkJlhLOgP0ebxYKBVqNM9Pf6bjo/EEm80GmUzGGC12u511tU0mU4Pv+DWLpzqr1WrYuNlX+jnvUmE0GlmRygMCZCfnKbzJJ1p8MkyMAdKNoA4aiU/y/5/AMgIbPEVG6TjpeSVLVIq7dC5kedpYLCbhWWJs8ombSqVqtb0bfRd1PKm58s2GdwRbardiO//7TX02D3zQ57pcLlRVVYkYELwQoKfNKQCRUF9e2h7ETpyGoPDuGDZjARu38WT3eI4g8cc5fM4SpmeQ+9VuDJ2/nB1baxcvVk0CpifcAqaNaS3Q8mQyEotD0/kedF36+m86Y/3vWHxurAsMYmOPcqWK6TYAQlOm8OQReHnr4RMSyvZJT/vz4PBIociVAIOenAMAiBmXApfLCanSCz4dOqPs+hVYTAbWUHLt2IDinItQq9Ww2+2M3SGwVwXNgsFT5zGxzLJrhQiJ6CHSp6B4XFdTjXOpG9B3wlQMmfE0zIYaVnTrAoPQsWdfHF/3V3R/bCI0gcEtxmPaq49ufAelBbmovf0LpEovRD40Fjo/f0SNiMfxdX9F5wHDcP3UEcSMT2GjY5S7VVdXw2w2I/ugYGX909kfUFqQC4elDr0TZ+LCvm3o88RU+LTvIICFZSX455tLUZKfBanTDludCcERUbjvwVGNOlrd7eJjcVBQd6g0OpQU5MA3tCPCovug+8Pj4B8eBVtNBSQSCcyGWkhVKvQY9TjyDh9i1sAUtxQKBdrfG4Guy1eJ4jEABkQQsNMzIZkdA4AGsZiapwTiNiYA7Sk2Sg4uFI958wUCuU6nbmwwFiU8Oy7cuHAGAGCrq29Iq1QqJhjZmkVsAJPJxM6d9DYcDgfi/vAMYwKTiHRj8bix0UayZq6srIQmMBjDF77UqBNVS7F44kpBf+/kpxsQMy6FjS4CYPtdU2xBwB2Pcy6hOPcisr5IFdjbaH081ul0Iq0ca1U5LrQiFtN1oXhMLA6FQoFRy//8b9cf+s0jPe9Nfd+Do3B2898weOo8+IV1Yt0Komo6HA78crVAhPryHRJC6pnqtVwOmGpwKvVjRksrjcrE7YJs5H+7H9dPH2HWaPwGT7PQpHhf9cstJnpCtkr0u2T5RHM8TpeTIYMavS8iHnwUWf/cD6vRgEsHdkAmlaH/zGeRsPIj/N8LcxgTwHOu3tPNo+/E6aKfMz0AbrSGNn7PB4S35KR/CwC+oR2RsPIjnN2xCTHjUyCXyZF/aK9AD9L7QaFQQMGhhT+sX8PmZFtrJdvU4s+PKIVVVVUA6i3hZDIZFAqFMCtFL5LVClt1OQMtPO2ymhIJJashi8GA0rwsjJy/DMc2f4Ci7ExsXZAMCSQoKchB7uE0+ISEio6tJXoTFdU82wEQa1hQcuZpj8p3WWmU6WzaHsQmTGZUrjYt9755K+s8akuL2Gy6y+XClR++haHsNqODNrdIlDWwazd06vMAYifPQnDXcGycOop9RmPWqZ7XHBCAHbqeOQd3oTM5xrgLjbSN76KkIAdh0X0wavFrLRb/fmGdEdItCrcL82CrMwmOQwD7b0uLd28pzrmIox++heKci3A6HRj1yhocemMxey6CwyOh0ugwfO4SAGDnwbsFNab4/b+6qLAsupKPrC9SETM+BbqgIDb6QGrdVb/cwtnN2xAZn4iAjl3YRsYDHwTWNRmLczNhKLstiESNTWJxvt/kmVBwAq0HVixEcc5FQZAXqAeJgsNEwB+b9df5YuQzr7AuGSUrpCfB667woHdzmzIvUgyJUCyERMbg/ilz4B/WGf7+/vALj2JdfQCiwplfpMZOVFxPa9HKopvIS9uDwVPnQesbwEAKnrZrsVhYMlRRUYF27drddWLgqcWh1WpFYqNE4ycHGQJTiC1CDCpALD7cGLjAP2OUWNO4CekrKJVKxnggzQdiWthsthaBA/p83rbVk84KgO1vnrGYjo3OB0ADdkdrF/+sEcBEneJuQx9hP2uuu8yzH0j/QqFQiHQ3eN0ToGEBAYiZICfWr2Yge+dlK1lM5N1BWiMe6xfWGWNf/xDndm1G7MRpjMXRFstfnU5XL/RoMjFRwsJTh9Ex5n70mjgD2nYhTHuD3Gd4MUICR/nRy9YCTP+ti8+NO/bsi2Ob30dsQhKGz1mCI+vXwGyoYXPw1aXFSN+7FYUnD2Pa2lRRx9psqGFilbyY+qAn5+A0F49pZESp1jI9geiHxnDsBBdunD/Bctbhc5eIQHtAsHCk3yWBXIWPPwbMXoLqX36GQyrD/Ukz4RfaCXUVt2G1WIWR3sJcNnYLAP1mLGI5uOdcvWduHNDpHpQW5KLixlWUFgpC+mOXv8lYnFdOH0FpQS5kMhnLPWhRPka6DHUVZYJWmFSK/EN7kblnCyzGWuh8/RE7cRouH9iJknwh75RKpchKEwQVL/3zCzzQoSuAeg2IXxOPqTBme6c7r6sqvoWSghxcO3UYwZG94NvpHoxc+gaL3V5eXmh3X4wIOPZ0ePCMxzRC167zPfCf8xzTdiCtKTomisX8sbUmFvv4+IjYDkC9hoXF5HaMhEtkj8q7MoZ2j2H6JRKFkoH6dxuLKZb6+Pgwq1ljdSWqim/BN7QjO8amFrEJaA+kRgOv6+Qpkt3YNQeaj8UAmB4X3ctWxeM3hHjcc1xyAyfDlhY1CUgE/My2v+PSgR0ov34VNWUlGDx3OYKjejENMn5Ekp4L3i3ot4rH/xGImgo/mkFTKBQYMu95AGJLtoqKCmTtT0Xmni1QKpVsVolePF7FlzqjNAvGK47nHk6D2VCDk1vX4srpI+jUKw7D5yxhDgGkJO5yuZgHduaeLQCEzjx1Z5xOJ0qvXWFFNFA/UkCbBSHmIRE9EDdxOoZMmw+FVgttUBA69YpDaUEurmWcwuevLRKJZTJBxMgYjHn9A7TrfA9LzCk55v3feTTOsxNBSSgA0cy1VquFLrw7Hln8GqM8DZrznIhCS8vlcsFhFYS5ZBzi39ZCjb8vvMUqUK/yTp0iQml5ARy1Wo0L23cy0KIxu6zmnrPyWz+hpCAHB1Ytx5T3PmmgpzAg5SkcWf8uK1LaAhzwbIcufQewBJqSQUqiKSH3LPLUajV+cM8M3zh/AtPX7mhzB59nE5xO/RiPLH6NPauR8Ym4eeEMSvKzGh1TotEQuOrZC13vH4iRS96A0WhEybVCBHS6B3arBeNfXdPqY+MTsMauJ6+h0drP5MEK0klpjWYMnef+lctgKLuN4IgoDFv4ktClcHd6Hn3lHfzzreeEURh3R6g4P4sJHknlctHzL/Ij/x0suVyOnIO7cGrb3yGTyRC2+DWRV72Pjw8uu8UbHQ4HBj61FEVX8pmQJw8otCYWR49NglzvB7lajQGzl4jieM7BXSjOuYjQHr1htVmZDhFcwBNvvM9iP22aNKJA7xUxBKj4pw4UxRK+O00aSdXV1QyEoUSB3gf/zvdi4B8WQqJQocdDY5B1cCeixySxQlIul4tAG17skT6LdB4UCgXMZrOIxVBXV4czX+1G+o6NAOpV3vm4SP+lJIFGERoTzmpp8deOB/1pNRWLaa4XgOjaUmeltQnt7du3RSA1dftFzjScen9bklVeO8PHx4cdE50HXyzzlrzEYqmpqWHggNVqvSuldL6DRe/EhbT/Y+ORIVG9GwXMaA+nrhw9L9RIIJDPc3SlNUsulzNLSc94zM9st/bzfEM7MitDEsSj42tp0XlSYu1yuRA9NgmFp4/hdkE2bhfmwW6zY+gzK0QOGsTuIfcEYjB5Cl7/r7Mu+Ny4KDsT2d99iSHznodSq8PJrWsZWL7jOaHwJoFp0i6jho2n1hOvk9BUPO43YxGUSiUe6RXHriPlrBaTQcTIpHhM+cbxdX/Fya1rYaozYeBsQfTYN7QjHl3yJ9ZkVOh8MfSZFTCVlSL/0F4RSCJx5+BWqxVVVVWiji3lxhq/AAR0ugfRD41B+c2f0PfxFBz+x2oU51xkYwiAmMXZVG5Mugy2mgr4tg8TsUYrim/iXOoGuKwWDJ+7hAlL8qzjPhOmsT/Tu97WQo0HkPk9BBDyOi+dXnSP6Hv4/YxppbXRYUourxdWrKmpgZ+fX6Oiy3cbi3m2g0qlYmO7TGPNVe8Q+f/cfXlYlWX6/4ezwjnsKBCIqKEJIiqGpmapraJi5Qa4jXuNtriNTWabU7OYVmNOqampJebS5JI2LWqZmhKiyBbuCwTKzjmHs5/fH++5b573AArW9J1+z3V1uSRned73vZ97+SzSPdCANoqITUDS6MmwWC3oOXbqbbtWeMZip6Eax7Z8AIvRgJz9O+FwODD4uVf4+3uiu4iqR016QrkTvZaaqqSp1JJ1s1gM/N/EY9IXVKlUXPNdyv4B5tpqfP7qM0hdtQ26NmEy+j7lPYD8/vccmv+31m8e5cVAIkJ8fz5fhIJ92xFz30M4eewQ4h8chuz9n6FT/yFQq9VIGJneJMyTEmVRQbmRZadblZcKvLKifJQU5GDcsnVsd0pBwGw2I2Gk5CARn5IqE40UJ/+enHw6LESofFTC3TjxyXrJMxhA/z/MwdXcbJQW5KD84lnZxFZUu9UEhKCmpoYfGgpMJGJHnS36/p6iMnSYE8VFRDAAYOEd0r0gEVJCnBAcy8etXeCwWlo0tQcaGhVkL0s+xQnJo5A0ejLgBdSUXpM5W4he8/rAkEZCZ/EPDsOlrKOtKnRp0aRdokvsx7hl6/DNe5JgYJ8JT8IvLIKLlLCY2Na9vuCQIirTi/cTHUjUgGo0yXO/RllRfrMOFzdbYpOgz7ipXJQQHSr55bfxxV/mMaKAXDHyD+znRAYAcygTHh6Jr958EXabHSq1Cjn7dmLglKfRIfGeVn8uscklPvcESyX6yq1WVfFlAGDlcGo0UcPoVuvg6hXMqwyLiUVUjz4I6RwPjUYDq9UK39AIpCx9F1lb1sJsqEPpuXw+QIlvrNJ6o6asBFXFl1v9+f+XF10XilH90mfIJgwulws3Ll+AoboSccmjpWdUr2fIJQDm+tLrEXe2uVhM7ynyZgnKGjdsLCwWC3qNmghzvRnFZ06i/MJPsmeMkjcAzU6aqLEtxpLmYL1igcTcTXejTKHxhstbEgr+Yd1bbM8WPucFmEwm6HQ61Fdex/ebV2HAhJkwI7CRwJfnYW6uuoGTOzaxsOfASU/By8sLscPGsH0r7Y1IAySaAO1XSxY1J51OJ+5Om8kJiCfl0bNxTfFL3D/aX7LIux1XE7o2dM1owuR0OrkxQte2NZaFYkIvFrEiBJv+noXb3Arq9L3JYg8ADwpa2xwS0SUkrhY3bCzsdju6j0xjDSeabtJZTroa1ExRKBS8H1arlYv1lkw9m1rNxWMqmppCCjW3xOTYs0C51fLU/lAoFAiMiMLQl97C5y/NQfmFn2RNQKIniZQkohl56mT83lEXnhoVgJQbG41GdB06GmaD5LpwKesoU17JRrEpyH1QZPsWx2PKGxjtY6rD4XXvwGIycN5WnJsNldYbdouZRSPJ8YQEcuNHpDJCSNRIEWOJrk0YBsxcAIVCgaQ2YTi2ZS263P8ITn3xb8QPT4V/eKTsWopFbc6+nTh37BBMVRWwWy1MYYWX1MQJ6xIHrd6Xv39TuXH1z1dx5KP34XA4cPfj4927Lwl7DnzyT/jqzRcBSM3rg2tWwGI04ODq5Rg8ax7TeEkbAIBMW6cl1zduyFDkfv057np0FPRtw+Ht7c3xlnTx/MIikbxwKex2O4Ji4mRNbDE3Jhvm26EP0qSd6BIUj0UraNH+tDWvL+pS0bldV1bMVHG6nyLjezHiYvii15F/YD87RpKGza8Ri63VFfhk4TQeKgPAjZ9yYSovg65NGLti+Pj4sKsKxSnS3tNoNDCbzXzG0HnYGity4Oa5MTXWWhqPqZlAzjaUu7UmHtNrqFQqrvkiYxNwJedHGCtuoHD/DgyYuYBlFaimoXgMgPXrWvv5b3f95o0LkWdK8LYjH62BoaoSp3dnsOgfWSJaDHXwDQqGRquB0gPmCQBOQ7UMRtacZScVeAdXr8BF92t/894y3PfMEgDgg7K+vp4FtDQaDdNRbLWV2P3S040m/+Lri1B50kA4vGElzv7wLR5ZvFzqQC9ejlPb1kOj1aDPuKmsBq7wDUTywqUyv2yggS9On020ahNtiQDpAauuruZmByW51AQhG6H6+nruzonTC1r0noNnzgNcYEGd5sRFxQOX4HoF332F8vOF/G9KCnLQsXd/ZG7fyA0kgt8TTIy4mTTFJX2PH7ZvblWhKq4Ovfsz0iJuSDI0gSEyxxqj0dhq6gF93879BrFDiqfQHk0PaZos3rM0Na6srJS8zN3FWXMOFy35LGRhSQlcXVmJJLQ3IhUpS9/Fnpee5qYdNc96j5qIpDESJYmcWo6vf5utzsRE53ZWU58NQKsRC3RP9R41EQrfADhdUrC82X6JSQJNYgDpGhPSR3QMCOnYGUPmvQqr1YrKa5fdln9zkJgyjhtfOft2Ai7g+vlCJAwd9bsXgwMa4rE+MIQTJYKLUpw5vvl9nN6VgT7pMxHeSaLZ3T32D7DZbOgzbqo8HruRPuSc0FQspuk7TdgoWa6rq2PxTG9vb3hbrRj22rvI3bsVvcf8Qda4FoWrmpo0iSgAUWOBErUbly9IglqjJiHqrjiOpxR3e6fNgNpHj7hhYzl56/XERHh7eyNuSDK+X70M3UemwTc0FEf3fIIjG1fBZrPxGUDICzHRtNlsqC0tZu94mk7S3nvatwJSYkLfT4TYN0c3EJMg0RIRAOrr6/HAvNdkFrI0sRPFNT0HBP7+/rw/14oKJJrAqEnwi+ve6vvN39+frXXpOhH6jzRSqLFBGia3WlXFl/HN+2/CbrOj3+Q/wh4QwmejSIfR6/VM+6SpGTW6Lhfm4njGOvR8YgJ8294BoHW6DfS5Rd0Muuf8wyNx/x+fZ/SEqOklSxrdiCCxUUSvC0A2kb2dJX4+emYpKW/phKyq+DIObVgl8eOjOvA1E3Uymntvci2hJV7jkKgO/Kzf/4c53CCjxpOon0LPgGjLJ1rQ/l6XaIWavHApHp77Mu+Zrk0YlFofnNiyBiUFOez+NnLpKlhrq5iyKr7Gw3NfRlVVFWsZDJoyp9l4TFQrapz9sOk9HmoMnPI0ksZOwcWTx1F+vpCbA4c3rJTsKmcugEoVhv7T5zdJOfKMxdS0NhqNkgvB1nVsfa7wUmDI04tl8VPhG4hxy9bh8Pp3cPV0g7hjUER7dBnwAOKGJOPk7q1cEGdu38gOejQMs1ZX4NMVL0noUvfEHQCKDu1HfU01aivK8YhbDyJp/CwovBS4mHWUKQu0KD/1C4uUOeQ0NbUH5M8c5TFZn22BqaqCRTFtNhs0Go3MqUOksIn0RqVSydTO7za9i65DR0PfNrzFhaq4tFotIy2oMUKxl86G1lIP6Puaq27g+MdrZaKnxz9aww6F/dKnMypI1LogxNCOF5+G3W7H3ekz4R8eecv4crPPotfrcWTNm4zaof/KzuajcP8OCXljs6Hy2mXk7tmK+BGpCO1wJ3Q6HWsmiuhDQGpye6IVW7OaisVA4yHHrVbxuUIcz1jHLmfdho+FOiDkpvslovvEgbZCoWCkT01ZCeu5xD84HAfffgVWixU9x05FSFQH+Pr6wsfHR9b4IgF+YgL8N9dv0rgQN4qmH3q9vkmkhKeLQ01ZCY5sXIWi779B8qsrobmzi+zifr6cuPkxiIhNwM1EJAmulLFgGsovnmV7REI2UHIGgMXfqPA8sGUtSvJOIaxLXKOmRVPvQw8gFelf/GUeHn1xhaTe/urbzB2jgpduoMDAQC4e6MYLCAjgxKpv2jRExnTl5FMshmtqargLTAkF0JCA2e122QNHonG1pcU4szsDPR+fAO+oDrLGEgkS0nX6eO4fMHzR6zi56xPmOor8tJD2naSfbd8JbTt1xqUTh1FfU43yi2fR8e7+fI3J7lK0ZBXpNuPf+pCLXUrc0PTA9JZLnJA/3CMJgJQ00T1JDRoALWoc0PeNdFulXjp2EGFuy17PaRElxp6KxfS9/MMjMey1dxnJczPxVs/lKaj58NyX+V7K2rER2ds3QKlUYsTzb3DTzmqzImZwMi4cOYCExycgOjYeSqWSYXHdH07BlR+PIDSma7NNwJYuOqjNdbUYtvgf/Mx6Umxu9R2p8cDoAMERhO4fEeVTd6MMV05nwlRVgQuZ30uTmM5xCI/rgfumPcfPFGmsUCednp3AiCgku63lgiLb448ZXzG3lxInpUbzuxXmFBFO6oBgjsc0eRMn4mazmcXY+qXPgMlkQn19PbzcKATSphB1XPzDJUs6v5CQm34Oug70njTxoAaC0+mUCYY2xXNtyVSeEnMqJBUKBfI//wTZ2zegLD8bqW+uB9xCVKKN2n1PLWIHB7vdjqDI9gzjpkZF5PNvyNByRK0RRUvpdV0uF3J2bUFZ4RmExyYgfkRqI+X22tJi5H++DZ3vewg/HfoP4kekQqPRMBw1ODhY1oShpgJpIFESVP3zVW5W6oJCYKqqgEqp4s/hcDgauVZ56lXQdFxsaGR/uplplG2jX2n1hNuTBytC/Sk3IEpAS9exLR9ws9U3SLK/EzWw6J4CGlAwnvH4zK4M/l73zloI4NZaFOLyFHALCAiQfQdxv0VtLbFBRUtEghAaiARxfwkVgq4nUXVElGlzhZfnOvLRGhlljOgsIjWGJpyH17/TCOkDSPcA8cXpzzRN7T99PtRCY0n8/9ScFGmzdI2a0vr6PSyxwU7TaKI4iJQurVbLcZgdzoaPhco/CCc+Wc/5jTgUoD0KimyPwXNeuGkjkPaYHF96PTERsFmZyqPyD0LYXd1Rfr6QqdaiJpdnE/lm70NNa5tNciG4duoEygrPSO5nyU/A19dXxp+32WzQB4bgiVelXHTT7HSUFuXBr20YkhcuxacvPcsuY/S5KJcEpGJ435o32TGOtD0AoL6mWvr8jgbquT40FHl+/ty00Pr5wa9NOCwmAzdzkhcuZUHCqqoqVFy9hO9XL0OvoY9J9qQj0xAZ0xVGo5HR5ITsNVVVICKuJ3q40R6EIKK8kRqXIgpOdKEKCgpiamd9fT3unbXwtkVCxQk5vVd95XUc/3gtaw+K9cOtnjE6f45/vJZlAKgxQBoM1GAjVIyn092xLR+wtp5G74v7nlrE+9xSLRHPeCyidi4c/w6ARBUfMGEW/NxNu+P7tiPrk3VwOp0Y+OSfEBwczLkxCXCTPtMvFZ8Uz1Z7bRWOb34f9058Ek7/oBYjJux2O07u2MR5jKTb5uT99ozHx7euQ7fh4+Ad3BYul4sbwMYbpTizOwMDJz2FttGdpGfq5WcBSFSx/AP7+NkpO5uH9BUfQuXW2GrTpk2D6L779YhC+99cv0mkp4tEUzLPaZAnUkJ0caANvHG+UKKSPP8Gd77MZjMXsyq1FpnbN7ZIMI8m695+fjJNAlLRpemW2Cm+HToBoTzoe1LzggS3qND1pA9Qgkqfqbq6GlnbpUJUrVYj8vk3ZJBdtVqN69evM/pCTE6JS+x0OlFVfAVZ+3fg3omzoBIoJcf3bcfJbevhcrnw8NyXObmiQpG86Ol7iDoRV0//iNCYrgjrEifB67smoPeoiTDV1qDi0lnU11Q3otUAkGkgUEEgNno+nvsHjP77Gqj0ARgw5Wl4+zTYKrVWIFQ8zMViiQKEKLjYnAhpUzBOscl2fP3biO43SEZzik0egzvu7CKjNgFu1xd3cqpQKBDWMQbpKz5kKBs1LwDICnK4gMSREs0jbshQvg6ibghd64SR6ZJ2zKSnJFRJUFvcO2cxT1gj4nsDAGpraxkl4uPjg6Jv/4PSojx0HjDkFxfm9MxYTAbZASkKihINRLTFIni7xWhA2bkCyS41NgGDZ86Ht14PdWAgHn1xBbK3rZP87tesQOb2jTy1oaUPaYtBcxbj0rGDLEAr2q6JkGcSCyRYMiXyAACdP4bMexW+vr64dvoE9v59MYY//9dftDf/l4saSrUV5bjvmSV8X4rODzIUQ0AAx1Rq9ohWlmI8pskMQV5vVdgSLFOEFpPyO8ViTyVzQiQoFIoWczk9mxdxw8bh8skfUJJ3Clvm/QGPLF6OkKgOssYIFUMUi63VFdi3djm63P8ITPWmBmpHm3AMnvMC+6fTFIKKT5vNBofDAbPZjB6PjYePjw/ihgzD6b3b0Hv0JHazolhMSv7FudlQKpWIceteUDwWLUZFXjIJqKnVamR9tkWKx916YtCcxTj73ZdIHD2JxTVF9wixQS+eeaK4WUBAAJxOJxJHTYRSqUC34am3zWMVG10qleSKVVVVBbPZzFM+uqeaS1Q9KadmgyTkek+aFJuJHkmoSWoeibFY/H3f1Gmw2Wzo+cREaLVahr7W1dXxuepp/ScqyFPSxvauxZdx5KM16J6SCu9gSeyWkIxGo5HjNACZ1gfd2z4+PlCpVNzgJtX7211MAUADNYr2gKa8VVVVgKkOmds2cCwG5HSjO+9PRi+TCT0fn8BuNNR4UqvV/Hwd3bgKWe5k16lQ4d5ZC9miPiAgQDbBpDjr2bARB0niNff29oZCoWA3mNsR7vtfWZ624AOnPA2/sAhZLObYJ8ThDr37MV0hfkQqlEolT6+pidH/zlgADci5llBpKH4HRbbHE6+9w7lxbek1qNQq9B41kfM4+iyXC86ws54qNLRF31tsVj364gpGoe39+wsY8dpKqP2Dm8yNgyKjMWnVFndelIxPX34WF7OOAgAPOPqlT8fBNSuQNHoyorr3xjuPDUBgRBQ7xnV5YARO7f4ETpsZarVGoh9Zzfh6+RI88OQCqAICWEyS0MaWujoevHlazwaFRbLgIiHGTSYTBs3+M1QqFfLdGkZJoyej96iJsNskJAFZxcuuMRpQKWI8pueXntMu9z+C8ycOI3bIUJkFdGtjhGcsDggIwOH3/8FNh+GLXr9lPBZjMV0narL1GTcVKjetQBfeDg888yJrGwLSsE3hG4iH576MurJi7Fu2BFHdExHepRvadroL96RNl+lvUPMCaBDnJtFqUb9KtNHW6/WoM1QjIjYBFqOBnXBS31wPhW8ALp38AZ+/sQi6oBCEdY7Dnfc+KA0RamthqijjgXHgHVG/SiwGGobJLpeL7YO1Wi36z5D0Yeg8qCsrbjI3djqd6DlmKqKSBuJK9g8YNO05XD2Thd6jJ0s0lsobOLl5lURP9A9mZBOhfAzXS/DTF58i4bF0/PTFTpl7UFBktExHLiA8AjVlJTh37BBKC3LwycJpXJ8c+WgNN+lI0J0ojv/N9Zs0LmpLr+H41vXo+fh4BEa0lyElboVgGDxzHiwGA66fL0SvoY/zwUaH5cCpz7K4YFTC3beEb4t8+cSUVOxbtgSJoydB7RsIALIbk+CNTqcTUEl2nS2lE9Ci5sXG2WkoKzyDrK1rMfi5V7ihQLwmcWIgg/u6mz5xw8bC6XIidtgY2bTBx8dHhkqg4GEwGGCtrsCPGWugUCjQ+YHh+HrFq7helAubySgVjy5g8Kx5bI2WMDK9UYHAXV5384IOjJO7tnJQJ9sugu2RxgeAJmk1tC+eDSZxr4pzs3Fo9Qrc98wSBLeLhrevP45sXIXi/NOY8PbGFiMSDq5ZgSunM1FWlI/s/f9GO7fwFCXl9KvYkW0K9SCiB5547R1utJgNtfhs6XyUFeUzvYl+BcCNNoL70QGkdhfQPj4+kipxZHtZc4isz0TBV6BB0Ij+LjK+Fwdguld0Oh3COsYg3F1M0XRTTAK9vb158iY6BHh2v3/JEik41uoK7iqLgqIHV6/g71R05BvJws3drKAVdld3PPLicmgCQxAQEICyMomX6KXWIPOT9UgaPZnRL21juiI4sgOqSq5g8LMvITgmDlE9krigFIWEqJlCTQraI09rZuI6ulwuBMV0w5NbvvpdTvdoNTSU6qBSqeDt7S0T4brZVIPoZSqVinm1YvJDqtt2u/2Wha2oP0BK1dXV1TJ7UILzi/8PaNBKaA2XUmxe6NqEYeiSt7B/6Vy2dhw0+8+s80MJvifcVEb9uyNKRj8hiK3I4Sc3EfK1j7orDmEdY3Bg5evIzFgLu92OB555kTUeSLiLpqr90mfwtRCnNKKOgggxpgQz4bF0STcjeQx8QkIR0rmbDLXSHJRbXKK4GTU41QEhuGfaPC6yWyqaJgoBJ6ZOhyYwhKdK9JlFKgRNWpuzxRSnaUGR0UhZspxh9dQYEPejKXtqkSJDFCW1Wi2zsRUnneIE2PNXAFxoGY1GHPloDY5sXAWFQoEHnnkRtbW1fFZ7xmOn0wmdTsfNEqDhXPJEhtzuohxBrVbDYajmiWpAQICsoUcJLlEAXC4XDq1/lydu1ISgVXrxrORSNjIdaBfNDcX44amwmaTvefeYP3ATkpBtorAtXQ8SfKXfUyymZ5C+h2hzLGp9/R4XxWJzXQ3CusTJkBK3isW+vr5wOBwIbhfNCEEquM2GWthqKuHj1nBrCc1I5Mvbaiq5SXvmy91wWOpxelcGO8KJBZTdZsfp3RnQ6XSIjm05fYy+n8vlwqMvrsB//jIfxbnZyPx4NZRaH3R/OAWZ3/4H/dKns5B+U7RkAGwfe3D1ClzJkfK9pNGT8e36dzhHHTjlaabf3NGtFzdJv16+hBFb3r7+6D4yDWd2ZbCzWIOTSsPgjUQmCR0sxu3cr/ciNnkMo4F6j5kMb29v9Bk3FS4fX1m8aOr6NhWPRUSMzWZDzn92oSTvFK6eOIx2CUmtFhS22+0oPleIrO0bETdsLCA4hXUfmQaTycRaf3q9JCpPqJJBU2bLcmPPcykgIAB2vR79Z8yH1Wrl55qcRoi61C99hiw3Ji2WyPheKC3KQ1TC3cjdsxV+7uaQmL8B8lhA30mMyZ7xOHO7JEx7130PI2FkOpR+EqJ719IFclp71hFE9UiCUqlEzmeSOYROp8Oj81/l/filS6TgiINV8cwtPlfIqEmz2YxBs/8si8X19fW4XngG5Rd+wtmjB/HEa+8g++v9OPTu6whsF42iA58DkKzmO/QdhOLTmeg6eCiUSiVy93yCzIy1UCqViH9wGE5/vl0mQE8odZIH0Op8YaqqgC4oRFafHNm4CiaTCQ8995LMXeW/vX6TaH9m91YZDLO2tpZ56u17JN2SdqHVS57GIrScblIf/yB4abTIcUPFRNFHcXkq3fdJn4mT+z5FZsZaWCwWTlrErqEIV+w1dhq83KPi1k79gyKjWZ35xk+5sNVWQqdr10i1nTqJYlJGCUxwu2gkL1jKyRQdMqL1pkKhQH3ldRxYuRZRSQNxZM0ydj8pzj+N60W5iOjWs4EHCInvp9X7wulywuVBs6GARcEiKDKaVaSHLf4HSi+eRebHq93cqPkAXFx4N4WyaO1eidej+8g0FH73FStI30rE0pNGER6bwE0fmtSKkxpPdIxIibGYDChx7yO8Gt9LgNSgGb7oDTdcU2rsuGwW1JUVs/85idtQ0Ue8MIJ25+35BPdPfQbfrv8norr3Ru7XexDepRt6jUiD1VyPsJhYDBg/U3qPB5KR+9VeWQAWlfnpQKC/s9vtLEBI7y/+G5pckyjUL1m0P2Tx2mfcVBze9B53lZMXLpXpwJBvfVlRPjcswjrHIbhDDNQ+OvQaNw3+bk4p6bUAQPeUdHh7++CetOkwmozSITx8LO7o1IWLEpVKBWt1Bfa/v0yCpj46Cue/3QeFQoGBU59lr2rRscfLywtKpRL1ldfx47YPET8iFYERUQAgo2b9Xhc1lJRaH9jtdi4kgFtTL0wmExdA1Dyg6QZZeFKxcTP4uciVD+sYw0WnZwNWnJJTLAYa3BVaO/VvqnlBltCipkBTsVhsbp7ath76wCDEJo+Brk0Y26u6XC52qSIdlfr6ehm1T0J8jIWXlxd6j57MBWtlZSW0Pn7oP2M+fHx8EBQTJ0uSxGarOImjP6vV6oapU0gIdG7IaFNTvdbulVj80+dtKXzXbpcEAunM8dJo0Xfqc3yfiM0rcepI7+up7k7vTZ/Hs5EhTmqpsdNUI6C2VkJpuFyuRmedOBwhNXkS0STkAGlS1NfXo7rkKk7u2coTLoJF90uf0SQcW4zHarUagYGBqKmpYR0qKhybymVau8Q9ttdWYcciyZadYrF4neOHp0KpUCJhZDo34OKGjYW5rhZeCi8kPJbO6DSXy8VQZQC4/4/P816FdYzB0Of/BpPJxHFCRLnRn7VaLapLriBnVwY/S5TjAGBLXtIjEp2BPKmyv8dFsbjm52LU/FwsIQ5e/SfUASG3jMWE2LRYLDJoOQ0CNDpfho3baitx7INPbpobdxsxDvWmepzavl6yLC3K53jnqXd1bMsH/Dx3Sx6DpLQZSBiZ3uqpv0oliccDQFiXOES5hTZF9AI1BwDInU3cyM3wLt0w5MmF+Ha9JCZKOYTFZIB/mzBU+AUissfd6D16sowuSE1wOnPCu3RDwsh0/JDxAbK3b4DL5cK9sxZi0HMvy2wgAflZQMUe5cZ924Th+NZ16J6SCv/wdggN7YpIt96IGI9bK25Me2W329F79CR4e3tLjiyCBXNLRCwpXpJ7otPlRP/p8zk3Du/YGY/Me0WGABdtPAGJKkPNRTFvoiajKG7pGY9V7qGaSF2qLrkCY3UVeqSk4Z6xk5D/zT6m+xB1Q0SrESKT9oP2k96j9OJZnNyV0WQ8VvgGyKiKd3SO48ZFeJduuHfik1C4G+oJj6XDZjLCajKgrqz4V4nFRqOR6w9rdQUjp0nsnYYShzevYqfJuOFjYTabETdsLAzlpai8dB4umwXlF34CABbL/enw17h+rgCG6yVIGj0Z8Q8Ox/H1b8NQVYnSghxcyzyMgPAImGqq0SMljXNzQ/l1RMT1RPu+92Pv3xcj/sFhfH+Ljj1avR/824YjqntvnD12UBL1T5vObivAbxOL/+uNC7tdUtN2uVySM8iNUmR/uhmxD6VA4SUV3JeyjrrVZOVBlQIqdaWtNit3Cr/74G0oFAr0Gf8kd/BcNotM5FGE2ANggb/eqdMQO2wM4JIeNrYsFRoWlDg7HA6pqRDZHkqVkoV/Wuv+MHjmPJ78Z21Zi5SXlrO7h8hpI5VvSsopSRIh2WSlSQ0MCrzVJVdZK+FK9g8y95PEkanI/6bBn5u4+tfPF7LYkVOhQt+0aWxz6BcW2Uh5nYpdq9UKtX8wHlrwF4l64eG1fSsdkFvtFVwAvCTxVVVAACJjuqJdQm9UXCxqUpRRNtEbOY6DAWkbDJ45H5rABtEaoLE7jWfzYs/fXkBJ3il+j8j4XkhMSZXpspC4JTVoqLGWf2CfjHriFxbJoocajQZarRZarRY3Ll/A8c3vw2GpR9bOzYwcED3Of/zsI9w4VwiXCzi5eyvb6AbdGccBmBoPnpoaBGn29fXlhJO4xTQpJzh1xdVLLBwrWvW2dHkiXOjAsdvtiE0eA4fDgZ5PTMSNGzegD2qLATMXwFpdAY3OFx36DUbhV7tgNRqh0Gpxz6Q/QhMQIhNIAqT7j54Jv7AItlFWq7QYNPvPcDgcDB+sLS1Gwb7tcFktbKtZffkcX1NyFtIHhvCzRAmN0+lknqbNZpPZVBIUXITw/R4WHZoDpz4Ljc4Xdz06CoBUuBHPst/4GahpYipPPy/SEsRYrFQo0W/ybGiD2rDgHzWERKi9tboCmds2cNPPYqiD1tcPsclj4B8eyUmd51RDr9ejuuQKsnZsQs/HJ0AVesctmyPNLXF6RQr3fn5+qK2t5akQHcJiMawTHHzMhloc3fQv6fx48k8cxymJoqSYfvUUGPTpGIOY59+ASiWJU4oiV/S+ng1toEE9nJbY0NHr9RxXxCT5dqzkxL0iagrxfKlZQoW+Z7IsQvoJDRKbPAYWo4TwSRw1iWkG9DlFGh3HY3cCJybBtMRpGp2ZngUBFXI0IBDFrOn6AmAVfRIoJLtZMfGmc1ekW5BWQ2BgII6uXc4uOwOf/BO8Q0IQOHOB7D4WdY8AwGAwMIWEEEqkZ3F06zoc2bgK508cRsrSdxEZ07VV11C8BpRf+Pj44PvN70sUorieiBs+FpWVldzIV6vVaBvdCeFzXmDHEIfDgYA72mHQcy8zYoeeZYfDwUK8PR4bz9+FrieJv4n8e8pX6Dt7eXnh+Nb1yN6+AXa7HYNm/1mmu0KxmPadVP9pDykei8io3wv6gtC/CclSHCYUYuaWNUgaPwvfb16FvqnToAkMafS96PuSLs7xfdsxaMpsHFwtIZl9AgJRWXIFFVcvISSqA07uysCRjav4TKbi7syuDFiNknaDqbYaxfmnedgVGd8Lw59/Q5Y30mCwX/p01JSVoCT/NJw2C3o9MREq/6Dbcn/w9fVF/ufbcHr3VgyYPBsDJsyEt68/ohJ6Y/frf+LmgLmuljV74oYkIyA8QibwKLPSNBlw/VxDbut/RxSjHeiMp8L3gScXwj+4DbtZJLqtTuOGjW0Udwjh4xcWiRGvrcSZXRnczGF9h83v48QWCelMgtdN0TBvZ/n6+rppEVF4eO7L3BQkUXG6D8SchJDjRKegeNDriYlQq9XoP34mzLWVOL5+U5P0ZkJLDZoyGwAQO2yMTEAaANckoi4L5W7NxWOinuj1ehzYuRl5+7ZjwOTZ6JDYDx0S++FS1lGUFOSgQ7/BTaLoAHBz2WaTrNGpOZ/nFswGwAiaARNmstMO0JAbP/Tsi/D28+MhLuDi3DiwfSd4abRSIy3/9G3FYvEa0HCGBpU1pSV8TwdFtse7Ywfj0QVL0fau7uibOg1Wo3TdvLXesFSVI//zbdD5B6LgbD7a90xiQVpAQme36diZNa28/fyRf2AfjmxchYTkUezgcmZXBvL2bUef9JlQ+gUiNnkMbDYbeo+ezNp4NpsN45atk3I1Qy1Ki/Lg2yYUVdcuAQDXJ5HxveDn5yujm/4WufF/PcIbjUao/YNxz7S5CAoKwhfLX2bojagrUJybDXNdLVMYEkeO48KRrBpjh42B0WhEzmdbkL9vBwBA7aPH4DkvYMTzb6CurBganS8M1ZXI3LCSeYNAg0MCCQ1RkkPJIy2RHuHv7w+HwyGzfAFu7mbQ3AqKjJZg8G5PbJqYiR664lSJ7HZEP3pxWqRSqVjUjjQzCvZtZ9cT8cDx1A4BIOMJnty1FS6XC0lp05GzawuObFwlTVg0WsQmj0FIVAfmrNOEU61Wc+Jlt9vZa/uXNi1orwAJFeJ0OvHQgr9Ar9fjgScXoqwoD6UFOTK4IN0zhH4oOLQfhvLr8G0Tinsmz8HZowdwcM1ydBv6BAq+2YfEUZMQGtpdJmRHzRrRXrR93/uRvXsrXFYL1Do94oeOwp6//Rkleadu6mADNO7ID5i5QDaNsFgsMJvNOL51ncyqjIW3HkjGyc+2Al5Aj2Fjsffvf5ZsdM8XcsGtDgjmw8DpdMJisUh0Bnfi4HQ6+YDxVKmmQl08CHL3bmVRpKunf8SkVVtueY+L4mKi9klEt57oOnQ0jEajZO0XHinj7xFyQh8YgoFP/glGoxH3dU0AIAV5MUkWOYxU0DUl1kjPjNlshq2mkpt4YoMpcWQqTn4m0ZyKc7NxeN07MvVxcULbb/wMOJwOGVKHnj1PBfjfw6Jr7+MfhIFP/ol1FxQKBX5w8ywBCVpIMGxxP+hZFycrYizW6H3Rf8Z8tnIUKW2kb/TDpvckvq/7fjcbavl9B83+s2wKRbGYPkvmljXI2rkZVqMB9z2zhIuk1oh2NbUIsUC0KXJZ8ERK6HQ6mfAyJc1iHKd7hBog9Mw3VVDT0mq1LHJFxbWPjw8nmGRZRokvxWJqrtOzbLFYYLFYeOoNtM5StLklWl4qlUrei6YmbWKhLMJ4gyLb4+GFr3PhSjFARE6IsGHaR0KVAJA5YJFomsVigbe3N+9FU9+1KYE7m80ms7mjhgnxuQmFRk1hEb1Bn0NEnCSNnQKLxcK2wvTZnE4n/Pz8ZLGYvp8opkqNF9qf7iPTcPHHIyjJO4XjGesweM4LLbrHPRNk+q4qlQpWq5WT1F5PTIQmIKRRo4wg3SKNhZ4J2gdx+YdHYsjTi/m7UDEgDlpon+l9PCewfdOmQa1WS8MkgCeSdM10Oh1TXTxFCik38rS9/D0sQi1IOdOHOLhmBcovnoVCoeDCy2azcTymWKTT6XD1p3yc3LkJfVOnomDfdkYz0pCvvqYaBV/tgV/bOzDi+TcwYMJMWI0GGKor8fP5IqhUKux56WlcL8qVxWJx2MXDGHfeKNIjhi96HRVXLqD80jmUXzoHv7bhjO64HdRF5/sfxuWsY+jQbzDH2H3LlsBQfh1hXeJgNtTKxC3zD+xD8sKlfPaKFNegyPb49KVnUVqUhzYdOyM68R70Gj25WetsBAbKzvAOcd3RNvoVft5pcEJTZaJC1pvqZdo0lBt3fzgFl3/8nu3TFb6Bv0rTgvYKkGJydclV5H++Df3Sp8PL7uB8R6vVSpoRbtFEsloGILMWDopsLyHfVCrkfLIeJ7asgcvlQsyf/9pkLA6KjMYIN/WZ4p/hxs84sysDiaMm8Tl0K3SfJ7oNgNTYNtTBajLgxuUL0ASGIPfrz1n8nui+nig6jUYjIfidTj6n/P390W3EOJhqq2E1GXB07VvI2b8TVqOBB87VP19F1vaNaN/nPlzNPCwzGYALXPsgqgNik8fgSvYPHIsHzf5zi4YBdCZaqyvw/eb3eThjKi/D3iWzUXY2H0HtOkjXs6oC+5Ytgd1ixq6lC5C2+lMpH6UauTAHbe+MxendGfy89hk3FUaTEWd2ZSD+wWFcRyeNmSwI50pxnJDN+Qf2oW/qNJgtZsQOGwMvLy+Ed+qMsOdegk6ng0qIxSr/IB4uevv6y2qSzv0Hc1Px4OoV7LajCgj4TXLj/3rjQrxJi88VwmoyIGHoKFhNBiSmjIO5TgpIIVGdWDMBAPPUQrvEo8/4JxERcxcfjLHJY1Bdfp2htjR5IR/mn88XQeWjg7W6ShL269KNg7BMP6KsGF9+sAJR3RNxaN07uDttBsqL8hiySAmY2JktP18ooxI0hRTxXFTc0fJSaSSosrsjKfK5xU6l59RRhAeLkHmtVovq8/m48uMRJAwdhUfnvSw7cJpaosaE6Ozg5zcTCoWCCwqH04H+0+fLROBEJwC73Q6Hw8EJm9go+UXL3UUU+a2awBA8sng5cvduRZ9xU6WD392sCO/SDV0HPYorpzO5aWEov47MjDU8Yb9xrgAleaeg0+kQk9CL9/fw5lU4snEVzh45gNCYrtDqfJE4chxyv/4c901/DgHh7WAymfD96mXsLNMSBxty8qivrUF1yRX4hkaw6BglitH9BuFS1lEkpqTydeBfxUbTPzc3aeVLiSYFURGZQIeVQqFAxdVL+GbFS3BYzFBqvdFv0h+hDgjhQ8lms+H+ybNRfPIH5oTezOGE7uma0hLk7N/JTcLwLt0Q2T0RvcZOg09I80JdGo0GCoVCZklKBYpokydCwOn/qVQN4rkWi4UFgajwrC65IrMu9mwwdUjs10D3EZxsxOc5MDIaNV5ebPHmCYX7NbVAfqvlWcARdNvHxwfdRoyD0+lE0tgpUKjVqC65isxtG9B54MM4e/hLJIxMR3A76T7QarVsK9k9JQ3V5dehVCgRn5IKU3kZTu7fgQETZkLhG8jTVaKziRBX4koTnYjuB7JBJmst2nvx/qCJbk1NDRfBhDRqSUJRVVWFymuXcXLrB9BoNXjgyQWw2x2sw2J229ORNoWn4JQYP6mgonvYYrHI6BstgQTTxF/2HoJ1IE0KSW9CjMW+vr4oLy/n4lir1Taiwv2SJVJURMSdWKAQQoHOemp60d6QewUAnrYDcp43fVZqzFgsFtaioUalaIXZ0gKAzk1qJlGBQZN8st0EGlBohC6hRb8XXS1ExAlpZCjcblViPBZjsVqt5uePmoCkqWMqL8XJnZvR64mJaNclFilL38XxjHXo8fj4JpEttGQ5jQdShBoISqVS1nQQaaGEqiGEBQ1R6N9TsefZkKKGBAmJUtOKtG/0ej2qf76K7/75Lmx2O+6b9iwCI9rzM0p7Gt01HpHugoj25sblCyh0xxFtUBA3pDUajWzy2pxLzO9hicMNGsAkDJXQF3FDhsJcVwunxYyKc3k4991XiEoaiAtHDyBx1CSc3LmJB4CivsKupQv49cO7dEOvoY/jy7delewn/fyRuWElyoryEBGbwNRhOh/FZqxfWASMRiPOnfgen7+xCIF3REGj17MIOw0pqMkxcNJTcLmvC7kdeWq3NbXoHDbVVuN6US6+Xv4Sir7eg8SR49hlhajN4gDC89wVG8r7li3hJkfHu/sjMWUc9rz2HAY9vRix/Qc32TwWl6gxIf47el4pHufu3YqsresASM1+QIrHhw/uZ9prxZULjOr8tdBAFI+zP93MTX8AKC3IgW+bUMQNSZbFHKpfRF0YQjLR94pNHoP6+nrWo/HMFSjH9PLyYnqcj48PTn7xKX7c+gEcDgfunbWQz7ybLRHdRvmft7c3bpyX8nMvtUQljB+RCpvNhnvSpje6HuJ10Wg0snhcU1MDtX8w2weHd+nm3jjpF6PRyDSZq6eOM8Kox2PjpcaOxYzMLWtwJfsHjHtzHe64swvSV3woNR+GjbklRZLiMeUCNKwBJEv1/UvnouxsvuxnvP0DYa6tBgBEdImDrbYS3216Fx36D0bEicMoyTuFoOjO6JM+E4OmzAHgwqENq2CorkT+vh2wGg2IiE1ARNcEfp4vZR2VhOQXvY6A8EjABdSUleCb95ZJtqbtOjRqMDUVi9U6PySNnYLMbRsweJaExKamYqSb2iU2Kn6L3Pi/3rgQoaY//vsjZG7fiNDOsbh+toC9ljN3bGRBFoK5hMXEol333tLUoLaKg68ZgdC1CcMjf3qD7fNqa2tRcfUSCvZtR7/xM9hCz1ZbicA7It32Ow3aF05DNb5c8ybDlanI/Xr5yzBVleNS1lGkLH0XIR07y6zmVIGSn/SWeRJV4LOlC1BWlM+Cjc0tEhFKGDqKkSNkS0awSuJzU1eRhLyaCnaUnJClma+vLz76++JfzabRbKiFxWhA0ujJuO8Pc9jy0BOiSb/abJJd1a/ZXSNV26THJ8h0R0KiOrBlWtyQoSg49AUMFTf4u5uqKmSIE7FLmJiSipO7tsJqMjBixmmQurJhXeK4YAcaeKKXso5i3LJ18PEPQuyQoSjLz0ab6Dtb5GBDBf+POzfBVG/Co4v+ysm+UqmE8UYpDq18XRIHdPPbbvZaT7z2Dj59+VmUXzyL0oLT0v3dvhPfJyLkmjjaXl5eMFfd4G48LZVKBag1iB+eCku1DyNOJq3awpy24txsbJydhvY9kpCYMk7mbEKJS9uYrgAkt50uAx6QcQiJ0qFQKFi8kRJ1cdoINEyGKV6oVCouSukwpMkBCfqJDg41NTV8OH+37p1bWhc3ZVn88dw/sCtJ8sKljZJhT02U3wvSgpZYwJFnu5eXFwwGA9T+wRgwcwFPnE/9+yPJZisvGyX5pySo6Ow/Q6lUypAngRFReGDea3xtD636K05sWYNLWUcx+u9roPDxY0SZWq2G1UbFk1Q4kW5OU9bQAFBXVoLC/TvQfWQaBs2cB63eDwMnPcWJTH1FGY5vXY9eT0yEvm04T2KbSxBF2G7u3q04s/cTAIDOPxAAeHL58NyXAYCpLUljpzQL2SZbS29vb2i1WrbWBvCLklVKIEkYk4S7PGOxOBlTqVS/+uTZ030HaIDZ0nclhALFHNHbXaTI0MSYzlXPc06v1zOlTtRPEZED1Dgjihvtwa2+MzWMaTJI14WGByJa5Gair5R4k6sDISWpyaZSqViHga4R7YuPjw9qamoAQCbGqVAokLMrgwuRds+/gciYrnhk3iuMjLJaraiuruamLgmH0wCh+uerOLlDgnsHt4vmxpfNZmNUZt5eyQbYx8eHbRQpeTWbzTIhYtpnitWeaAnSbPr5fJFk4fvw49C3DUd1dTU/B2d2ZeD07q18H41eurLZPaWhTPmVi4wGILi9ZywWKTfiz/+eVlBkNIYveh17/74YdeVlKDz0Bdp0jEH5xXOcGx/esBI//3QGxbnZTP/18fFBn3FToVarpUaz25Xhy7deRWlRXgM9OCWVhdIvZH6P+6c+I4lYFuQgKr4XIzzF3Jh0GijH/PzvL8jyovAu3SRh+8dSOa8iWumNyxdwdOMqxA9Phcst1EqCjc0tMTcmmmzZ2XzOvyRdjenSxJfQqEOGNqtlR6/XpmNntz3qfHw8dzJK8k7h23ffQPf7HvpF18zlcrF49P2TZ0Pno5OuhZCjdh+ZhqobZbhRJFm2Z27b8KvmChSP+42fwTblgIubYPkH9iGpTRi+fe8fcDqd6J06AyFRHWSx2BO5EHJXHEKee4nRcxSLDQaDDAkGNFBG1Wo1+qZOAwB0G5HK+VtLHGwo9lJzNPvTzZyzOS0SpVTXJowt12+2morHPj6SuGtxTibun/YsruZkcSGt1+vRN20adDodYgcnI/uLTxE7bAy8g9ui79TnYK2uwLX8UygtyMHRDe8ymmDE828witRms6GyspJrUPFso3o0d89WxI9IlQ1rjm1Zi5K8U2jTsTNUag0CI6JQde0Sutz7ALQ6XxaBPbZlLdvdDnv5HZz+7GP0GjUR7TrHQqVSsTNLj5FpGDB5NiyGOvy4YxN6j5qIY1vWImnsFOx643mUFuTgs6UL0L5HEoMBaI3+y8omcxMxFttsNlRcvSSrHxo3J1wya+TfIjf+TciAJE4VN2wczGYLzNUVuH62AC6Xiyd98Q8NZ2tJUlM/tmUtDm9YySiHC5nfy7qXQMNE9szuDJzcth6A1P0kkZloN+RM7AgRlIUgN1EJvXHog7fR7dHR+H7dCpTknULWlrV44rV3mI9FDyJN/Qv2bUd9ZTnKivJx5XQmF8IivweATKNDo9Pj/j8+zwmYr6+vrCut1+v5+5BKLyBPxkSeOXFK68qKEdK+E+xWyy+2aRRFlwZOeRpt2nfk/0fTJlH5X6fTofTiWRzevMrNIfvlnKaq4stcGP/07Re4s88A/n/Uqa0uuYI9f3uBvbabosewra6AXCDtCelBmy7Tq2jfI4l5buKhT/Y/V92dT6fNxn7rt1zuLq9nwmc2m3Fs4yoO1i3tTnpqpTww/zUOpOJ9QjZKROEgCGhoTFcWBMvcug7FpzMRGdcDWTs3M/+VhFd3L5mDkrxTKCvK5+IeaEBD+QQEI3boGCi/3oX4B0fg7LGDOLh6ORKGj8GZL3cjcdREqANCOGkmDj4tgtRTgkMwQxEGTwm/r68v857Jzs9qtfIzQoglAFBQU404RDdZnromuqAQlF88i09fepa7ywB+l5oWzS2yIKUJvljA0aFPdmYUj+NHpMJsNsvUwYOCgpjbSEVfVNJA5H7xqUSR+ngtx2KaYO9zO3MADTBCz6KIJr9VxVewd8lsXD9XAKvRgAfmv9YokSHhZ29vLfpMea4RdUSkMND3pu+cNOYPcFktcDgc6DNuKpRKCRUiPovH3VoDpnoT+k+XqE6y58xN4wDAFo10bxIq5Zcso9Eog/OLkyfPWEzicTQVbC1ku7klUkVEeL5Wq+V7QbQdBdAkJLspBIMI8afzT6TXNGVxR2cxJZG0z7faa2q202chxA5dP/qe4sTxZovufULR0f0mao3Q8vPzg8FgkNFj6F4nuDnROIgSS/GPPrPdLhfSFcVqvby88OO2D/Hj1g/gdDrxwDMvsoAm3St2ux09HhsPjUaDHo+Nb4QEEuOxw+GARqORiZpSLFYqlQgICGBrZJr8ms1m3DNtLsO2AeCuR0fh7NEDuH62gMXNb7ZUKhUK9+/A9aJchHdNQLfh43Dj8gW2aFW59bT+f4nFpN7PU2H3Ht0qN1b4BsgQPlarVYZ69QuLwJ6/SfmL2kfn1s36J6NRCeHpmRvTMIFEvYcteoOtIksKctjtoUNiP+R/05BLJS9cisxtG5C1dR2UCiV6Pj4Bmds2oNcTE/k+E5FBgLvh6hbphxcQ0r4TLO7Jcb+06fxdgyLb4+G5L2PP317AiS1rZLbnYoFUVXyZRQTLL55F7KBH4RcWgfvnvIBDK1//xbmxp55Q2+hOsve32+24XJiLnM+24L7pz0Hno8PxresQPyL1V4vFYjNXHxwqe//xb32IIx+tQbfh43B403vIcTcMdf4SFaapWCzGKLHWEWsRnU4HjUbDz7+ok6HW+eHR+a/KhlA+Pj4tip9iPKZ8o6asBD/u3ASr1Yr7n32pxbEYkOKxKPBd9O1/UJybjas5WY0K6cA7ovDQcy+htrYW/afP52GiUqmETqdjZLfLZmukm5j79efoOnQ0dG3CuB7z1P7ietQLSF6wFP1nzIfL5ULi6EmM6vhx5yZJHyglDQ/+8U+yWqtf+nRYLBbEDhsD39A7JBpWbSUP8Mk9CF7AgAkzUVtXB4dCCbvVjMMbVsJisWDAzIX4fvU/EBQWwTWdSusNu8WMFoRibgh9v1oyeQjvmoCoPvdh798XY8CEmbynpNVzq1z711y/SeOCp+UhcWg77xVYqyvQpl00600MfPJPCAgIaCg03ZNnKv5Fi83vN7+PEW5diqqqKlRcvYQzuzPQsd9geCm80H/8TCjckDUSbhNfZ9+yJYgbMtT9+g20hu6PPIZ9y5agvlqa9pCOBTlCiB1/spqs+fkqyi4Uoawol5WFqSlyIfN7RHRNQOaOjTJ9DUpCNRqNbCJDHGlRdIa41lVVVbIpNU1KKfnat3IVcvbtRGR8LwSE3fGLrlXckKFMmeiXPqPJxF+EoiqVSuZjXso62iy1oDWLBKZCO8c2CvoqlaSkfXzrepTknWqWj3mz73ch83vcdf+jOLRhFetyNKVX0ZTLCHW1lRoNWvKgikKjpvJSBEVGc8JHmmW3ctYRl6dWSlMQWVEolSgcYV3iMGlVBr+PiDSAwyEpEKekMixQ7R+MEa+uxA+b/gWn1QIvhRf82oShuuQqAiOiUFaUj/qaShR9vQulBTkyMVGallw7fQJDl7wFXZswAGg0xaTmXW1tLU8rCZ5GhTUA2XSWUCVU6BK/kQ4rLy8v9E6bifILP6G0IOemdBdxT9myuCgfBYe+ACDFgJFLluHYlnU498MhmKoqYDbUctPr95o0ewq3ek7PPZOyDr37NalhIOp+UBH50zd7YKosR2jnWCSOmgSVSoXKa5dx7IMVGDRlNsfiPuOmsq6Ap3YP3SMnNryD6+cKADQ4P4ifHwD6pk6DzWZDj8cmyJoxBCOnhIoawZSQu1wu2ANCMOjZl6UpvFoNv6CgRhPHrkNHw2q1Im74WKjVaqjVaty4cQP+/v4yLQm6P0W3lJCoDr/4WomCjVRoezbtATA8l+KjKH72SxJmsVFOrj4iioSGEqJOw830PJr7fkQRaooLTq8h2gESf5s+I6G0brZI2E60hBUdYGi1VBfEEyFC39cz0RZRPvTv6PtRU4Fcbu6dtZApHiLtQ6fTQalUovLaZWRt2oF70qbD2y9QNsToNnycJID8+AQZHZGstwFA1yYM90yb24hqIX4nUU+huVgcEBDQaPLbe/RkuAS3BgDQtw3HiKX/wsmdm9Bz9OQWFXADJszkZ66+vh47Fk5H+YVCmGqr8cC81/CflX/D6d0ZMNfVIuWl5b87UU5xibkpaVvlf7PvlrmxSG0Si0gSbLxcmIuqkmvwCQhGfU0lfNuE4v5pz+Lbde/IbA494zHRqGg/A/rci2c/O4J9y5bgwvHvADSI5HtCwqmYctksyNq6Ftlui9HQDq/IYjHZadfX1yNp/Czo/ANhNtRycdWxd39302I6ABf2LVuCbiPGITZ5DC6fPIaywjOIjO+FPuOm4nJhLgsvHtvyAaO2Y/oNQtyQZOz52wuITR6D1H9tb7VoqOcSY7EoCEuovG4jxjEF4fLJYxj/1oes3/VLdZhoic1az+Z0UGQ0v1/csLGwmgzQaDQYNGVOo0Zqc9/ParWyMyGdYU3pVYiuT0QNIlScGEtvtsR47BvcHskLl+LTl58F0NDUaI1GEyE+iJ7YFGVBjMXUpFWp5ALWdrudkd2m8jJoff1Qd6MUmTs2cj5tNtRCofFG5/sewqVjhxA/IhX6tuEcJ7unpMFL4YX4Eanyhr5vIPpOfQ6m8jKUFOagJO8UInr2hTogWL6/kdHoN34Gvt/8PuIfGI6Cg/tZwJ8GjBq9L45sXAVvX0mjTa1Wo/uwUfAPbiPFYh9fPPriCux75WkAYDZDeGwCeo6d2qJ7UqWSRFldLhfiho9F5serkb9vB84fO4T0dzbDaDRi15LZKC3Ikbm//Ldj8W8S6VUqFZyGany+QnJ9GDxrHqvtekL+xCVCToYveh273ngeUX0G8oHr5eWFnF2Sz66XQuKje7tpDaLnr19YJAbMXIDD7/+DlWabgrJQ4CWtjWNbPsDDc1+G0+mEwWCQiVOZTCb4hITh8TfeQ+6erfxwJI2dgrPHvpW66HfFs4UU6WuICRd1KOn3Op1OpmBOUE9KXijhEgNEbW0ti8dQgX07zQNPR4jOA4YgKLK9TKyUElPiLtP+enI1CVrVks9wM4RK2F0JTSpVW6sr4LSa0XvURDzw5MJWUWNO7vpEgu99+hF6jp0KABg0ZU6zdAKxeUF8MUKDULPqVosKeZpM0KTugaf+BP+QtrfNBXM5XY2SNrvdLmvIhLTvhLKi/EbNEc/vplCr0d1qgwbS5FitVsM7PBI9x05lmBhRqqJ63M3c08SU1AYx0V1Sh19EqxTu34EBMxc0Un+nYpnEoqiwJFoB2UiS8J44HTUYDAgODpYl1fRzCoUCwe2iMe7Nddg6dzKKc7OxaXb6TYVG6R4Mimgvg9KVFuXJBEd1QSHsxgP8fkQ5PRehcYj+QBNUKuCaisciFJtQTzRdABoSDaX74L4jrifUAVIyQFxgomAMmLkATqdTBu9vClbaL306aivKYXfYkTR+Fv+9TChY54e+U5+DVquF0+mUUaZockzUBVE0jL6rmPiLtAOKxbo2YRjy9OJGU6ja2lq0bdtW5rteW1uL4x+tkbSBHA70nzH/tlT26R4X7T+1Wi1PxGjRGeDZrBHPCE9R2VstMR77hUUyAkKhUKDm52vI3LYBfdOmIbprPICGSTxpfLTW4o/sdUmQ92Yim2KjgdAntPdNFeFN/Ty9J4kYi2roAJq9/5tbhLihJoaoIyHaTKr9g7kZ4JmMUyOD7i1CcVCyS/QchUKBHzb/S0ocfziEx/+2Bmr/YNbE8u5wJx6e+7JMTNQTreKJhLHbJWegM4J1IC3SE6IYLYqg2u125B8+gEPvvo4H572M5IVLOVegeEyuad7tojFo9p+ZVqXRaG4q3ucXFol7Zy2E3W7H96uXofyCZFVot9uZYgtIjTSxIfR7o4oA7gIlfTqOfLQG3UemITKmKzok9rtlbizGY39/f1m+GxAQgDO7MnD20D4A4HP7ak4Whi96nc98Me8ymoxQq6TCtrlYbK6rhdVmRc+xUzkOmetqcXDNciSmjEP+gf0AJD2K8C7d2CqRvoO1ugIHV/0NLqcLA6c9I+mdhIYi2k3ZpAEP0MCZp987nU70nfocHn1xBQr2bcegKXOg8A3A8XX/RPb2DW6ry4Y8VKvz5RyEdNput3ngKXir1WqZymo0NriIWCwW9Bk3FWX52by/D899+VeLxaQ7UFtajNw9GYgfkYawjjGy84WaK22jO2H00qapAM2t0otncTxjHZwWM4u0j/AwL6DlGbNI20Y8S1vyPFIsp2bo4JnzWPNKpN+0dtX8fE2SDkifLhvWiUMFpVIJu91+03isaxOGrkNHY+8SyVElKKI9VBotbPUm5OzcjIKvdsFQfh0XMr/HI4uXI7xTZwm10akzOi56g+OvJ5VE1yYMKUvfxZldGUgYmS7lFoLQff6B/aitKMfp3RkoPp2J0oIchHWOQ4+UNMQNHwej0Yj4EalQKBSIG5KMLc9ORGlRHq78eASTVm2BwjcQRqMRuXu34sa5QoR1iUNQRHtUl1zF8EV/hV9kNNNdbiY0arfbofANxH1PLYLVamXUXGlRHr7f/D5sNpuExohNQGzymN9MIPk3sUM1Go345v03keXuwAJoVXELSAVnaUEOzh3Yh55uxISvry9z/fqPnwlv941uNBpRXXIVuXu3ouejj2P/px9LMMmUsbAaDTAbapt0BSEdgUtZR7Hnby+gfd/7ZVMPSpJ0Oh0nvwF3tMPwRa/za2gCQ/DIi8uRs2sL7k6dig6x3WX7QHBeaoSID6YIoSPrNG9vb04CKOBRgCCRoJCoDkhf8SE+WTit1c0LFil0630AQGjnWN4jQpzUV17HwfeWweV04d6pzyAwIooRIWYEyqxzmhI7FGk09GCSK0jmjo0oOPQFlGo1yorykTRmMmuBAI0nfZnbNuD0rgxJGKaV8CRqijitFvjofNyTyluLbG6cnYbi3Gyc3PUJu460pOFA6JGwLnGyKXNAQADgFnlsjq/puTxFXslrGmgIFEajke2BScQnICyiyc/aqDHz8jMY8dpKeLeLhtlshuH6z42aFk2KXTYhJkoNnvgHhyMoKIjvf2pSUKPCUlWOrJ0bEf/AcOR+sxfxw1PZFhNosB8jHQGgoWvu7+/PRRNpZxCU0yewDcJje6CsKB+lRXmS+Bmk66/V+0pIGAAH16zAxR+PoPziOXi7dQ58AgJRX1MNXVAI7p/6LHK/2oPr5wsRGtOVkU2/J1FOWnQNjny0RhKj/eFbPLJ4OcI6xshcHFr6WgR5F4u+QbPmQ+vrz/HY5XIhfngqFF4KdBs+DhUVFWxZKzakmkrmgiKj8firb6O2tlbWNKBEkH5Vq9UwXC/B8a3rZUV1TU0Nrl86j5xdW5A4ahI6xHVv9B5KpZLjKdlPA01z6en3RqORxTopHtNnI7/4bsPHAWiAjrY0gWxqOk96AeS0QGcDFcKE9hD3kpre1OQRi2uxySk2Eb29vXmaXVtRjkcWvcFCm06nk3VPfHx8EPjUokbICxJpbOkS0Rzivt/sNTwbRWIR3pIlunaJxSG9J13flhQX4ucnBKUYjwl9KVpQNvdZPQsB0u4Rmy3e3t5QKqR9KivKx5ldGc1OuDyh4HSPE1KI3GGqiq/g3y88hetFuQCAftPnyaamFHOBhlhcfK4QWds34uzhr1F97SK+XLYEsf0Hy5pYFB9I5FOchtrtdrbhFu1NHQ4HamtrmWcPAAkj02Ex1kGpVEqW5j4+UtHbNhQJI9P5+f+llKz/i+UpcF11owzDFy9rdSw2mUx8r9A+DJgwE3XXS3H9fCGGPLWQOf7HtqyFofw6wmMT0Hv0ZBxc/y4yM9ayuGJzFDPKjS0WC2pqauBwOHD0ozWcM4qOBqQXFpVwN9p37cavkbltA3L3bgMAePt4s94J7cPgWQ1ncgMVV3pe+6XPgF9QEDQaDUImPsk8ftIqoOEg5R0Wk4GHN4P+MEcmHNrS5oVnzgIAxhulOLl5JwZMmMm5cb/xMyRrYHe+GhnXA5GxPRA3JBlfvvUqO5aJjjieNDrPWKzX6/mcPn/8MIa+JCFXdTodCvZtR9Yn6+F0uvDgs0tk56eoXdXalfOZNAROfGICkkZPhstmQV1ZcbN5KcUsQsERlfBmDTdx0fBDpVLBWl2BfWveRL/06TLR69bEYrGpf+rfH7FeEL3esS0f8N+RvX1zdE4xHp/cuQllZ/MR0a0nNDo9inOzEdSuA8JjEzg3Li3IQcG+7Y1cKpui5FAsDunYGdGLXkdV8WV8+darXIMRFSr+0ccRHpuAe6c8je83rERpQQ4ievaFb9tw2O12BEZEoV/6dEYKA2BR/XHL1sFWbwJsVpnALQCc3ruNXVP8wyNRV1cHAOxoJmooERqSVtL4WbCYDKi5dhEJD4+E0tcfarUavUZJLlW/VSz+TexQjUYjTG7F1DYdOzdSIW3Rcj+HGq28O6Z32zCJTYv6yutccJXmnuSJadXls4iM7dGssKJYxJfknUL+N58jIj6RD11KGCmBpINZDBx6vR7B7aJZYZcOYE93BIJk0x6JDyfZ6xmNDVadcUOG4sCuT2AxGeCl1qDnmKkI79S5YULVtm0jasOtmhcipSAheRSCo++E0+FESIcY2R4FBATgyJo3+dBRqVS475klPGEyGo0szilSEGhaTfwwTwcK8bqSVgWpXOvahLFTAEGfSXjP02q0pfdQVfFlXD8nTW+8/fyQtWUtMndslNkkNbVEeobZUIfaujo3HPbmTRORc9m+RxLUAXKUgF6v5+RW5NBRUweArNFDgS1pzGQMmDybBZEI3glIibfYkPFU2/ZskFDz4sM/puJ6US5ObV+PB+dL+3l883tSp7dLHB57aXkje92bLUK2nNy1FR1695NxZ0VU0cm9nyBr6zp+Ti+fOILI+J4YNGs+fALbAJDrCAANgrBk5SlqYlAhBwA9x0wFXFLMcDld+HHnpoYP6GpAwtAy10rNigfnPI8D7y2TplRnspC2fB1fT2oC/SrOOb/xomsQPyIV508c5sM2fM4LreqUi5oUYhIoTfolKKTGHSN9fHwQ1jEGwe4JqngIAlIcpKTQ871FPq9IRSDNFBJp9ff3x/H1b0tiovnZmPD2RgRFRkOv1yP/823SRM5pR5F/oAxJIMZjm82G0otnWaRW5f4snnaLVJwTEo7EoQnRERrTFdFuNKFYhN4qWRaTZCocxQKOnErobBAn+00hMgjFQrQ00oURbW49hS9FfrCprgaHVv0ViaMnQavV4vjHa9H94RRotVqGv1I8FukyLV20P9T8UqvVTG+42V55Jss1NTUMQ79VgisKzFHc8IzH4t/RdxJROoSYFGmb5KxhNBpl8Zin1CYDnIZqaAOiOYFtKin3bF6Q2KrZbIapvAzHd2egywPDoVAqoNFoMGDCrFYVt1Rc0HNjNBqR/elmdpcYMGEWFG6ERW1pMU5tWw8XXLhn4h/hHy4VaXV1dQyHD46+EwAQ5BaIDggIkNnJEpWV7jMx9osNDNI4ovtTXIERUXhw/lIJUeIu5oOCghAd271Vhc3/4qKzP6xzHADp+nu6V7VkNQerr7h6AaVFee6mhTQg6XL/IzDVm6RprW8A4oaNhd1uR9ywsQDQrLCiGJ/o2kX3G4Tzxw4hNKYr4h8cgW/Xv4PElFQAYCqrmHP0S5+Os0cOoLQoD8VnTjI3nnJQWpnbN2LglKcBuAQtk/a8J6STRA3Bh557CSaTCZWVlcje/xmKc7MREZvQCO3c2nhM/56Ep10uF87szkBmxloWjaV9Iqv3H9a9xZ+f9NQAMMJcbLrabA0uH3Z7g501xajuI9Nw9ti3KMk/hT0vPY0Rr61EaFx39Br6GK6dPoG4B4Y1yo1FtF1LUQ/0fclZpG/adOTs2oIjG1dBo/OVDWY9l9iQdDgcMqTgrd5PbPoe3bhBdk09YzGdWZ6i1J4Udp1OB1ttJeoryxHWJQ5xQ5L5PUUqEzVkRJdGzzhC8bjXExMBAH1Sp+LkVmlw6HDYEdLxLoR17oZ7xk7i3LglccgzFouaiyRQGxnfCz5+/igtyMGVU5l4ZPFyZG1dC4elHk5jDefGRz5aI0MJ64JCWBAWALJ2bmaBWxHRRNa3Q55ezELatKh5KeZHgBRn/Pz8YCgrxo1zhfjp2y+QvHApOsT94zePxb+JHWr1z1dReek8AMmeiOBArZla0s/EDUmWeFAuoHf6DKj9g2W2Xz+fL+KmBQk2nvxsK67m/CipuUbficj4Xojq3puDKgAZTSJpzGT0n/RHxA0by4GaJhTipIcgnfRwUTAku9DKa5dxZM2bSBw9CWp/CY4jTs7Eh1P8s16vh7W6At+9vww/55/C9bMFXKjzcgG+QcEYMGEmoNejpqYGfmGRTeoyNFUIn9z9CX/fyPhe0Op9UXlZukZ39r2Xgz4t8dBxWi04vv5t9Bs/A95BbWXTPl2bcIx4baXbW3g4cr/eC0N1JTI3rGQBKoJbRXXvjdyv9yCoXQc4XS6Edu6GB59ZzBQVSsgJ/s1wO99APLpgKb54c4ksMN1qEQcyoltP3J02E4fXvAmgAYVxs0WClqXn8vHdB2+zBZEnckhElez9u+T0QigF4hBS5x2QqEUk1kNIFWr2FBecRkneKZx3i4KSVkq/9BmAzo9hs6J2hEqlYs0ROlzpuzfXLAyKjEZ0zz64frYAxWdOwlZTCX1gCBxWKZiFxcSiQ2K/W+qHyJaX/FfRZtDX1xfF5wpx9OPVsNWbWKV8r1tMrPxCITQaLQbPfYUnjT4+PtyUIEHYr977KyxGA5Rab9z9+Hgc+fY/bGVqt9txx51dEONWTr5cmAtTvQkumwW+gRIcmsQ4TVUVjLIwVVXg+CcbWMRMvL9+j04i4hK1LR5ZvBz5n2/DoClzGsHlW/o6NCUV7e+ooUEJOPGZaYpHAliAuwFSU4GsHZvQe/Qk6PWx/G9pqhs3bCyC20Vzs4ImuFR8VVy9hO/3bUevoY/h4o9HUJJ3Ckc+WoPhi16HSqXC4KlzoNFoYKiu5OdrxGsrofYP5mSIPg/ZIgOQURnJElV8f1oUl1SqBhs4+jkROkswYU9dEWt1BY5vXcdiX2Jxp1QqeZIqaifQZJsKQKJ20fMlUrLIaUev17OQJhWM4rTaYDBAoVCgx/AxuFGUi4oLP+HswX0NeiNut5Vkj6YMFfJiQd6SxEVsfpHjiFKp5Ne8Gb3Gc3ovNmA8C5KmaDfUaKDGE92rovOHiN6iSRQVF4CcUiIW50CDlk9QZDQ7Q3gOSsRzXywuKFm+lH8GJ3duQt/UqQiMaI+j761H1s7NsBjqmlWDv9nybC5RPO43fgbUajUSRqZD1yaM6Xk/fL6N4eJajRYPzH8NP58vQsG+7Yh9IBk6nQ7xDw1H7ld7kTAynem51SVX8cOmf0GtUeOBJxdAGxAtm8LSdSMEnYgo8mxa0OcVCxfP++D3SA+h1S99OpxOJ9rdfS+KvvsS96RNb3UsBiATSK6urobL5cKRj9ZwASQK3ZPIMD13qo4xTOMh14n6yus44p5++4VFymgSOp0O1uoKZH+6GaZKyc0t9M6urHG19+8vYPii1+Ht64+ashIeyjzx2jsIiozGyCXL8PHcP/BkOKJrAiNSzYZaJKaMc+9Nw2emvaImBuVMXYeOltGYASA2eQxcLhfuHvMHRMTchbqy4obmidCw9rRsBcB6FWI8VqvVUCgUHD9EhwhaFFvtdjt6PTFR0tkaPRlmi1RQk7Ze0tgpTJ+kHOb4+gYXIKCBpqtWqwGXC8HtO8BwvQTXi3JRuH8HYhJ6If/AfpTkncKV49+ia/9BfAYVnytE3p5PpHrDN7DR83KzZTQaoWsThkGz/wyNRoO4YWNhMpkQ725E3WyRrgPFYPHvm0P41dbWciz29fVl7bkO/QZzXLRWV+D45vdZ5J2us3j20b6LNMMDW9bizBefAoDMra+5eNxcLAakGNM2uhMSRqYje+dmJKaMg7evP6p/LsaZfdvRe9TEVufGnrGYvntiSioGz5yHIx+tQYd+g1H41S4kjZ4sWQ37+MLpdCJ37zZoNVr0Tp+B4xnrEPtAMqxGAyOJE0emIvervYgbPhZ1139GxInDiOremxFNhHyn+jswMJCHG0qlks9xGp5Qzk3C7T9kfMDUkD7jpsr26beMxb+JHWrWlrUoOysJBBLMvLUFABUN+5YtYciLRu/L/HlAutH3vfw0bpwvlFkhdkjs14CmMNSiODcb37z/D5QV5aOmtAQVVy9wU4CKTCoMaUIoTgtp2itOtMRpE0H3cvdsRdYn66BSqXDPtLlQKpWNOtpiMkqNl1Pb16O04DR30iLje2H4ojdwctdWvkEBsCDm/XNeQME3+xgmPf6tD/HRcxK/f8/fXkBJ3imZWKioyhwZ3wvj39oIET3QlFBlUGQ0Jq3aIkEby0okTp+hDvc9s4Qt3iiQqP2DWVQqKCYOZ3/4DmVFeegzaiJObPsQ5ZfPo/ziWZmgIwB06N0fJz5+H0fqTVB5+6DX2GkICYlrRI8xGo048+Vu2UEpUlI8l9hMAMDCV0qtFNhpP2+2RDePNh07swXR4Q0rUVtRDt+gYMQ/OIxRJtSAoP31C4vgQ5OKBbr2pBjs5eUFi8mAkKhOrLPiHRAEn6A2Mn/3Y1vWotvwsVAHhPCEjzrGdWXF7H/u2XiSfm26WUjfr7QoD4fXvYMnXnuHD6TbWWRnSxMYKmppqm2uq2Xq2MApT6NDYj+Mf+tDbJqdLmlIeMmfKRaBLCvG52+/wteCFjkPFR35Bu17JLFFG63ImK5IWbKcD1IK3iSGFjckGbuWLkBpUR6CItqj7kYZDOXXGTHy/8MiRFhlZSX8wyMx5OnFCAwMBNA6TqJ4SIkc16CgIC7+NBoN6uvruQD31C4gOOvhzauQmbEWl7OO4fE33kNQZHs4nU6e6np5eeH+Pz7PVAS6J6kBSOrdWq0WKUvfxfGMdUgYmc6f1S8sEn2nPoeKq5dQVpQnTSM+Xs1WwD4+PoxOGDBhppsrLT0jjBZ0ayIAYHg7FbMEdSdhU0rcaGrmqQdCyVd9fT2qS65yk91kMmHwnBcYpukJG25qEiQ2EAj1QZN/isVUKNIEn4pFhULBTSRK/ux2O859/zULoupD2iKqz0AAQMSJw7ImHukfUIFPWggulwt+fn43nb5QkUROKLTH9G9bg9wgqg9ZJ9fU1HChQa8jClzSUGDf6mWITR6DO+7sAr1ez8kZISGpsKdmFVFzaDkcDs4HRDcST9E8KrLEJA+Qn/ueS6WSnDVEBJHnvrdm0b1ITWOgIR77BLaRzh9hCqzX6zF46hxczTrKsViv16Ng33ZpUme1wNvPH/qQMKYXEHIqc9sG5OyRtI5+LjyDlKXvIjKma6PmDGkUic0MKr7pOXI4HLyfTqeTY8zvEV3R1AqKjMaAmQtQX1+PiO69mWve2gKAfqampoabbd1HpsFqNLgHBy4kjZ0iFaJulKanOCzpJ5jNZny3egVO786AqbYa9z/zUoOwoLvIPLD1A7YcBSTkYvnFs1Bpvd12nPtlQouig8HJXVLuSZPhkPadWIvLEwkt5izUxJDcEhag79Tn+DORO4/L5YKuU2eEP70YJpMJVVVV+GHzahzd9C84nU4MX/S6rCmYOGoSdG3C+Dkvu3iuUTwWG6gulwuhobGI9qhdxPvZ29sbfac+By+VCmqtDgNmLsB//v4C0+8IqazVapG35xNJD8npwCNzX+F6g4ahx7euR+HXewEAYV3iYDHU4cx3X6H652JGE4i5cdZnW3B0079gsVjQd+pzjah0zcVi1otyf0eTyQTf0Dtw76yF0Ol0t7z/RDcPsqmmmElNXEImelI8g4KCUFdWzHnzpWMHEdUjSaLKrHkTJ7asgVqtxoCZC/jMFbW1nE4nF9uEiCenmvAu3WT0bADs1OPZeBJ/ber7ndq2Hqd3Z8BlteCJ195BxgLJBtZWb2ryZ262RHtxoMFZKPfrvRj45J8wYOYCfPX2a8h2oyXatO/ITR4AgBdwZlcGI0l1/oEYPGse/MIiUXyuEFarFeZ6MwrcDS6qs86fOMzxWKy/xWapZyymIQvVd72emCg5HaWkQukX2Orv/mut3+QEYLHFmNhfDLHulz4dZoOUpFGCSs2AzG0bcOO8RAVoSoyQIPPUDS4rysf184Uy7+v7pj0HhW+ADNJMiSr9ncjj8fHxYVtGSlYowUka+wdpMjEiVVawevK6xSYGPSAAGjtmCAWUSMk4tPJ1ybYyPxupb66HJjAEg2a/gK/ffg1JaTPx49a1DJ+L6NZTsuDsHIf2PZNkTYonXm2eLiHuIR1IpQWnYauthE7XTiaYRROUG5cv4PjWdTBUVaK0IAdZn21hYUNuxuzeyhakQAMPCwBcSjXaznuFYdA2m41fP3HURFw7fQLFudnY/MxEyfHB3dkX98hTv+PhuS9ztzdxZCrKzxdycX2r796+RxLKivLhGxiMR+e/ikv5Z+BQKGE1GbiJRM0KUvC+f+qzOLh6uSRqNWYqd9ZFalH1z1dxZpd0zUlDobQoD/qQtjBW3MD5779mCBldc4fDgXumzYVer5dN+0gzJGn05Cbv/5Z8v5ZYJd1siXa22fv/jXbug6j656tssZo0ZjKSxkwGIG+mRPW4G1EJ0j1PqtPUKKz++Sr2vPS0TCzTVFWB8C7dMHzRGyzGRfatTVGlKCnQtQlni6qH5yZBpVJxY85sqIWpqkL6gV+4F/9rSxQTpCLmlywqGkUBQZqmU7FPNqHiorg3YMJMRkpkf7oZfac+B51Ox9zle9Kmc2ypLb2GM7u38jRMoVCge0oaVCoVOyCp1WpYa6t4yqbwDZTpAJEOT6bbti/m+Tca9IfCImXPCIlqiZaUTYkKUvJPky/6zmTtC4CREdSgttlsyN2zVeKtxvXEPWnTZUWZaDna3BJpE+LZQ5QFAIzYoMSUbFoJNeJwOKDT6RhlcO/EJ+GyWrhxWuAW3CvJO8XTK2o0UNHgcrm4YUPNA4L9i4m/J2eczlBCs1ATiBK6my1qYJFeAy2ixNDS6XTQ6XRwOBx8Hb93i+m5XC6EP72Y95saKpS8E+JP1MUgvQ+ytSYKBO0fWaNSA4fEY9UeSfGtCtQBE2byeXJsywdIGj8LToWqxc4ctMTmFjW1qIkoTi49RTuh1+Oxv612OzbMgkolWRYCYHSgaBFMul8JI9PhtJhR5lbMP56xDn3TpjEFq6l4TKgduv6kA0bFtNVqbSRA+//LonuLUES/ZBFVsrrkKnLdzSNqBgyYuYDpDE2JEYrizCp1Q3NZRJPZa6vw5Yf/lCFUk0ZPhsVkQPnFs7BbzDL9p8SUcbhyOhMWo6FBU859nsb0G4SAsAgeJBK1Qyw0xZylX/p0mM1mxA4bw/d/c+5FYiwm+kNs8hi21a36+Rpyv/g3vBw2dpVSq9U4tW09SgtyENo5tlE8pgZ/c4v2kAaZ1JgV6X6lBadRcS4PJ48dQvyDw2A21KJHShq7DdK/o2exb9o0KJx2jnWZ2zfiypmTrEdD8dhsNqPi6iUYa6qQMHQUnBaJWqZrE4bKykpu/N0sFtP9U3y2AFk7NiH+oeHI+/pz6ZlvwXcn0WStVguXsQbfukUw/cMjGzkcicjyuro6FpMP6xLHtDqVW/9NrPPIjp3uU/peRDOj97g7bSaUWh/0Hz8TLh9fPoOdTifU/sEYMHOBbC9uFYtVKhU0Wo30B/f9q/aRGjoan9bpOYgIQdH10ul0srilmP/Iho+TZ8M3MBgDJswC4ILVaOBzmsRraeBD+6ZWq9Fr6OOcG3/3wdvwDQzGoCmzORaTWDtR0gmRT0Ya2oBobszpdDqOI7ejo/Jrrf9640LUFWjJZPtWr3VsyweSsJ7On5Va6SAWrTwHz5zf5GuIDYyAsAjcdf+jyPlyFwZOegpt2neUcZkJsksJp0KhQHXJVZzcsxXxDw5D/oH9rBhO3UZKCFQqFUI6dWG+Mwmg0MNKCbH4ANWVFaOsMAeA1LQQ7Sub+h4kEhk3JBmfLZ2PkrxT+Oa9ZbjvmSXS5KwoFz/nn8K4ZetwfKs0iUx0OnF4/TtQq9XuqXTrG0mJKeNQcHA/ys7mY89LT2PcsnXw9gtssLUrK8HJnZtgripHwdd7kJA8CgOnPC1znmiuGQOX1OhyOV1wWiUoNQICuIggPqw6IAQpS9+VFbIXs44iY8E0aHW+SBw5jtEmYZ3jkDB0FGrKSrBjydPoOWYq/MMjkff15zJrsFuJY4ooAoLWDXzyTzBX3oC3tzds9SZEdE1A4sgGVw0RVVJWlIfH/rIK9oAQToKt1RX47PlZKC3Kk+0ToQBO7m5w6sg/4P67XVthrJGsgBHVQS5Q5o4lZOfbGncZT5TE7a5jWz6QXHViExA7TArGTkM19rz0NEryTjVrP0tNl96jJkLhKx0kNCVWq9U4uSuDPe+jetzNe0I81vFvfYiDq1fgas6PjXRe6JmjgkPkklJhLcYG4gMOnjlfpu79e7VABRrzSn9pokw0JbVazdMiEq1Uq9UwGAxQKpU3bZAERUZjwtsbcWzLB+gzbiqU7qI1MqYrohe9zvFYrVbj5O6tTOUgsUOtVovQPz4PL4UCx1cvw4kta1Cck8nP3APPvMgWdv5upF9V8WVodL6cEDUXjwk5R1OkmzlmUBNBRFcQCkKkfxCFxGQyocdj4+F0OtEndSoC7mh3W9dApE2IybJoFex0OlFTU8PXTK1WQ6fTMTpG1owJDMQTr72DquLLOPLRGsSnpMLllCDkhBqgWEw8XUIj0rNKxZjD4UB1dTULNjocDilhvlGKM7szkPDISBz4cjcnuNScbslknZqadP2omBFRD06nk6kyCoWCE/SopIG4kv2DxPd3Dz2ILiOKqYri2aIIqmjPTBNuul9E1Ag1qJqiObRkRcQmIKJrgiRMGBbBkP7WONWIlBxRP8FpqJYp7IsTeEBCUqn9g9Fv+jwo3PeXJjCE0YEKrTdih43hApKeca1Wi5i/rERdWTGOfLQGCSPTmS9/IfP7RvFYRDOJjT9CQTU3/fu96lqIy1Nz5Ze+ltFolCEiKJ/olz5DZuXZXDymAu6BJxdA5x+Iu+5/FMfXv417Jz6JoNBO2PfBComLP7qBix876FGpuNH78gCqpvQajm1ZC3NdLcqK8lFWlO/WhpoOi9GA8C7d0C9tOjr07ieLxRExd6H4XCGOr/unTGSZlpeXF+BqQDjcKhYbjUaEhMTB3/3cHF73FjIz1jJluSQ3GzDVwVZvwvebV8Fll5qvd8T1RETMXbd1f1HzjWKdv78/eqSMxaXjh1B2Nh/frHgZZUX5+Om7/6D84jn0HjURd3TqInOeoHMmums8ogUBU43OFx36DUbBl5/B4XDI4nHu3q04vSuDRdS1vn6MpAKkhnVlpYTqtddW4fCm9xA3bCyCItvDWl2Bo+/9lfOD/H07UHLmRz5Dm3MW8fze1Bz9Zu1ydtYaNPvPfG8TRcZTtyo2eQwcTge8bDZkbt8Ijc4XA5/8E3RtwtFnyrN8ptDQtymnDvo7KQaHoe/U56AQtNQovgOtF8wGGufGd6fNhFOhQu/Uqbf4SfkSzwTaA/pMNpsN/u5YGtg1HtFdG7RF6urqZPFYr9fD28+fqegkVJw4ahIPfNQBwSwWOv6tD3HkozUwVFdyjkSxuMEgYT/KL56TaRB6+0kIKLG5yRa2vr7/ZzpD//V3Orh6BUqL8pgm8ktfK3PHRpw9cgCP/fV9qANCuOioKr6Mz5YuQFlRPqIS7m5xQa7yD0Dfqc9B6eODqqoqnujXll5Dzq4MJDyWDqvNjCNr3mTdguLcbJ6G/PT91wiP7YH+k2fDOyREJvpmMplYG4P+LCp2OxwO2SEs7tXNmha0xI40TcsJBXHvxCfhcrmk5MLtB87iiCo1Tu/KgEatuakoZXPLE+6XuW0DQ7nUajWyt61D9qcfoU2HGABSw4o+5824YKRcDQD7li3B4Q0rUX6+EOPf+hAK30CZ9SUJ4Y1/60McXLOCbSpJ5PNqXjZKC3Kg0vqg7Gw+VFptAy3FJSWiLpsVYV3iWizySZCuvX9/AeOWrYPKx5cTq9KfclGcm82iTIS8IIrP1ZwfUVqQg90vPY2Upe/C2zsCRqMRP2x6j1EoTe2T2Nih3+cf2IfMDStRVpSHcW+ugz44lO+hwTPnMSqjNcKl4vejTj41GlvbcBS94dUBwdDr9fhyzZsy6kyT97a76ULBkNS3AYkGZjUZkDR6MgbPamh6iPtD948oOkvNCy9944m/SqWCzWbjJAMAT97pdQ6uXs5dbeD3a4EK/LpoC3GSK+4lUegqKiq4mXurAy0oMhoPz32ZJ6xiMeN0OmG8UYrC/TvQ/aHhAMCcekIN0K/xI1JhtVrR+b6HcenYQcSPSIXBYOACgRrLCt9AhmhXVVU1UA3dcFf6vPQZCNJ6qyVSOEQUBO21qL6uUCigbxuOwXNe4DPCs3HS2uVwOHj/a2pquOlCaED6LjezoqQVFBnNomw1NTXoO/U5uNzTLhJDo2JY1KqgpJ0QDmJhTyv7083I3r6Bk2OHw46BTy6SoVFuNVmnzy9q4ND95+Pjw9ecXo9QES6XC1czJWHagyv/gpSl70IfGipzD6MGDNkeApBdF3G6S4Ko1OigJJoaHgSLFnWIWrKObfmARf4o1tFUszWTLk8YNDVpvnTDsIGmCxMxRyH0DDVrQkO7InzhUplLCS22TBbuHz+/BvTIoQ2rMOL5N/j1yUaX3p9oPhaLhfeRXlOpVPJz9Uuflf+FVXyuEMcz1iFx1CSExnX/Ra9F96/FYmGoPOUTdru9QTMlbRpCQkJu+lp+YZEYMHMBDr//D6YGAdJAKWHoKInO2r4TIrpKPHeFbyCGvfAP7Fu2BCe2rOH8I/ahEQjrHIewzrGIG5IsE+E8uWsrAsIjcGzLB+g+Mg0qf0mU9sRH7yP7049gq6tG3h3teFhwxG0z7XK5kPLnv94yfolTdHpuuqekQaPRIP7B4fhs6XymxXr7+ePIxlUSCjRthqQPcBs21kBDs1sUEL96/DsYK24gMr4Xgtt1lIpCl3T/i2jEm8UH8XmK6pEknZVCPI4fnsq2mZHxvTBgwiz4BQXJ9EkIMX504ypkbV0Hu92Oe2ctRPanm5m2m5CSiqS0Geh838M4+92XPHi6FcpJbDonjZ0Cs9mMuOFjZdbOJOYvnhcmkwmqdtGIH56KU9vXI2n0ZHToNxj/WfEKU3ma2ydxv+j3hFyhYTO9L53D1CBoLXLLMzcOjIhqMZVGXKIuEsW3W8ViQB6Pb1y+gAK3rhcg5dkq/yCJyhTXHTEJvRr9PN0/VcWXmVZNsbgBVSz9JiwmFmExsSgpyEFNWQmL6IrDO2qgi7Sd/680LmhTPKkbv+S1SovykLllDR6Y9xqcTieqq6tl6qq3ElsUCxun04kBMxfILoBKpcLxreuRvX1Dg3CbIJxIBSlN1a+fLUDFhZ9Y9I1gTNTlJPEYSu6pA+lwOJhmolAoUG+oBXB7lBqxYN3z0tMY/9aHGOLm+oliT3q9njvLLRGlbHIJ17SuvAx33f8ow339/f15zyLieiB28NDbso70dA55eO7LAOQPPAAofAORsmQ56sqKcXD1CpgNdXCpVWjXsx++W/U6TJXliOjWkxsI9NmJkpKQPArtE5KatcgVV9yQocje8wk3a/rPmA+73Y7sTzfLhLBECy9ClYj3XN6eT3DPtLkAgJh7H8TVrKM3RQk1tTdFR75BaUEOts6djMmrMtgFAZAmdSFRnVr0nWhVFV+WaWPY7Xb0TpsBjc4X8Q8OZ0FcEvjx/FkxqFHiI3ZhSYBo+KI3ZPe2p/5I0ujJGDDlabjcHWkqxPateROZ2ze2yALX0+Z14+w0tOveG3enzYR/eCRPz+vq6rjIogJPnLwf2/IBU4xIPKy1KJb/pdWc+vztLCoIAamJQRNlagJRkuTZDPBcnpBVHx8fLkIpHlOh6+XlxQ1Y0amAUAY6nY6fq7Z3dYfT6eTPQSgEaraI8VhMCggddGzLB4hNHgNtUJtW740InW3q7zyFHQkNcbvQSzpP6DvW1NSwwBvRQuj9W9K08FyeSvVNFcOecVmpVDLqhlAftGgqFP/gcGTv/zdih43hvRf56je7b6qKLzNiQNepM0Oym2umiLFo0JTZjMrJ2/MJohculSnh+/v7c8Lbkr0R0VtKpVKWwBH/XBQ8vFX8sNvtjbjY9PqUoIuFveceeU7BnIZqfCm8txjrB02ZI/t5SkgJvUMiuC6Xi+k9KpWKk1ZSxr/Zonh8cP27iB02BpWVlcyLp/0iPRmFQgGLxSJzG6ECkrRbgNubmv6vLeKp63S6JouN1izRvvbutJlQeClgMRrw6cvPonfaDBzbtAr5+3ZA4bTzFL+pJTakSSdDbNyHdYnjPHvglKfZKc1qtbINe6+hjyN7/79hrKlC2dl8RCfdi9yv98rEsC9mHcXV2Q0w965DR+Pkzk2ovf4zAKD0p1zkfvFvdluL7ns/TCYTEkdPavU1p4KVHAiDgoJktFhRS8Pl48uaRbez6Dqo1Wrpmam8jpqyEqazeun9oPILQNwDw3Dl+Le3lRs3FY/vuLMLUyEpB/3yrVfRL306gsMky8vqkqvI2rERHe4ZBJfTJTWM3BQwl9UCeElIApW/9LxFdu/NtcytnjVrdQWOblyF+OGpuOPOLlx7UD7gaZNJcYRolkfWvInTuzIwcMrTKPxqF7J3boa1tgr6kFD0emIiQkNDW7w3FI8NBkMjZI5arXZb2q7CgAkzW5TLecZjQiN2H5kGn5AQFsRtCpHpGYuJliGeA6SDNHDSU41isag/QvH4u71bkbV1HYtli6jUWy2KxYc2rOJY3DtVoqrY6k3o2Ls/Bs+aj4Orl6P84lmUXzyLgLAIOJ1OHNm4irViyFUNAOtA/Zbx+L/+LrfjINLcSkwZh7yv98JUVQGFQsF8akASIzp/7BBKi/Jw/VxhkwWGqHlAhabEF2rgIJOKNXE1RaVjgvA3B00nX3VPlXGactH0j4KbUqmEQqGAw+FAfX09FGopASg7W9DqAoluyI2z01Ccm42Dq1cg5aXlDJk1GAy3lbQ2tQbPnAe4wAdazpe70LddRwBSx5lgVf3Spru76mtbDbOnDuHevy/GXfc/yjxYMTGkB5b+fcpLy1FVJVEovvjLPJgqy2UTfprOVxVfZoTG9XOFiEq4G5nbNzari0A/s/fvi9kDvc+4qfD1lWCRDkt9IyRAU84d9H3ihiRDoVCgtrQYB999HaVFeeg8YEiLm1WiHkVZUT43doxGI458tIYLfNLE8HSWObh6BeAlPU/09+KEj4RESWT18Pv/4EYPQcckNIL0OhaDATn7d7LGCInMFuzbjkFTZgMAI5WoY+3pYU/wtAGTZ8NL7w+HOwjSYSc2jVqCJPFsXpQV5aM4/zQeWbwcd9zZhYMtAH4G6Xml55Pss+AFWIwGaQ9cuC2U0v/Cuh3F+uaWqP9AyusisoGclZxOZ7P2c2KSLKqC19XVofLaZeTuyUCX+x6Brd6IuOTREm3BXVCJk216XYIxevL2PaGpnvHY5XJBqVTCy8sL9ZXXsWPRTBTnZsNkMqL/jAW3vddUfNH0jhoyGo1GxvH9pSgY8b3oO4kiW7QPhOxoLayTkCTF5wrx1Xt/hcJLgYHTJJ0jmoiLsTggIAB6vZ7tTknoku6VDsJUqF2PJNTV1XEiTggNal40NfUUm8CkU0HJHd2XJPzpyX8HGsdiQA7Vt1gsLZ62ig0pMUmlX2nCePzjtZKgtcWC5IVLZc4ynjBxo9HIsddpqMa+ZUuYkqpSqWSFPe03J9MpqfAJCZP9P3KUovc+tGFVIzQH3Tvi65ImBunViNSZ2tJrOL51PfqmTm3RXgVFRnMxI9KoCNUiFhzURAYgKyA9dTlaYmv5v7w8xYB/ySKXHJfLhcCIKHj7+XPTXaPzlTkeNVVgiA1kipGhMV2RBWlQGNSuA5RqNazu5zOscxziR6TKnjvNnV0Ymt6uRxKKzxVCHxCE2GFjWFg57oFkdg8DwDn4kY9WI3v7BraGbRN9J7R6X9SVlyFzx0bEXr0E76A2sFlb37AStYDItYhyWIvRgINrVjBturKy8hddB1GXy2634/jHa5GzbycACWUybPE/MHjOC/D390fX/oO4Gdfa7wNTHY5vfh/dH07BN3u3u2mt8zgvIsQyIOWifn5+OPTvj5D1yTq4XC4MmLlAsDMP5ZxGRAvSGXorm2q73Y7vN7+PrK2SbXzHRW8wXY9Q2GJR35TeVa+hj6E4J1NGj75+vhA3/vMZtFotOsS1DOl6s3hMw5HsTzfjxJY1sNlsHIsprnnq7dDPivGYzh6FQgH/6fNkSD2iU9DriIg1GobREHz8Wx/CLyyykQ4SfW67XW6Ra6utRNb2jejQdxAUXg1xQ2waaTSaWyIfgiKjMeL5NxrMAgJCALUGOW4x0KDI9jzUDmrXATVlJbDZrIhLHs30WorFVC/f7Lz+b6z/esT/tSwEqXA0VVWwnaW3tzffoJo24Xjsr+9jt5tHT10tsUij4qn3qInokz4TCQ+PxLEta3myRjcaAIREdYBKrWpUrIhUBxGafnD1CplfO/GdiQtES6vVsuo+KbJToXR3+kyU/pSLsqJcGT+/NcuLIAVe0kMsNncoMbLZrDd5hVsvshUiftXASU/BKSTKIqwKQLM2nLdaJ3e50Q2ffoT7nlki+w5iJ1K0s6KmRVnhmWZpCeSQsnF2mmTnFdOVC/3m9l3UbXjkxeVw+fjC4XDg5I5NyNq5uUVIAE+qScG+7Qzta23ykpgyDldP/4jQmK7olz6DJ1bdR6ZJCcKQZEYE7XrjeZQW5OBC5vcIieqEnP3SQVqcL9mtOp1OyVYX4NcSudndR6ah+sZ1qNQq/pwiGqFtTFfpQwnWp+Soo1arYTUaUJybjTYdY1BTVoKMBdNQdq4AZUX5zDcNi4lFlwEPIH5EKifOhAyw2+3I3v9ZkxalN1s86XM3F0sLcvCf1+cjfcWHQECAbFJNdAOxCBapSyRIezHrKD59+dlGriW/h3UrEaqWLrHwII47wfBJy8BgMHACQcki3U+UYAPS5NRUXoaj29dzQezy8UXOri3I3r4BpXnZKM7NRlLaDOhCwtj1QavVNipIRapG8blCnNyVIU1VwiIbuXQAYCoFNV5MJhO+W71Culfv7Ir4lDT+vreTXIraE0ADnJaaC6T9AOC2J3z0XrTXVKjTpItoInR/N2f71pL3yNqyliHFUGtwz7S5/J5NxWKiEdHnaEiUGzukVFdXy9w5aE+a0jOgWBwZ3wuJoyfxZE+lUsFgMMBiscDHx+em14tiMYkHi82f1iJfSKCbqEieFucAWNgydtgYbuhR449+rS0txqF923HvxCehDwxhGDE1HQbN/rNssiVa5B7b8gGObFyFqhtl0Or9JPpBaHdUFV+GqbYa8cPHInbYGNTW1kqccocDscPGorq6Wqb4T9dEo5HE6EQ3GnreampqkONGC5DrSUtioWdRJ2p/iPew+FyIz574fFPSXVlZedtIov/r9WvlxhSPXS4XTOVlOLl/B+IfHIaa0hKUFOag4vJ5aHR69EhJQ8+xU7mYKz5XiDO7MtA3dRqg85Ng9DUVOLlzM7o/nILMD/+DuvIyAIBSrWYabmR8Lwyasxg/ZHwg06IQ4zFpNEQ+/wa/D0246UwmDSnABavJgN6jJqLrQyNx6dhBWE0GFB76ArogidZSefk8yr7eAwAIjHjhFzWsvLy8EOjOYcXmzqPzX+Vn4HYX5dxU9N878Ulc+fEIu/PQGfBL4/HxretwYssaXDt9AiV5p/g7DJgwU4ZgFR2yYpMlYdPuI9OajMX0+YODg2VUR9Jnaq5RSK/tcDrQ4Z5B2LdsCXoNfQzZ+z9jDZ1bLTEeD5z6LLzUWkT1uQ9XT3zX6ty4uXhMw5GmYjEJAJOwc/mVi0ytinTntyLlmfJQOivEIRuhEWpLi5G7ZyviR6RC10ly4IkbMhRZn23h4fLgua/AZpOc1xwOh6xpRPtMsZ4c2Ox2Ox6e+zICAwNRVXwZnyychuLcbBSfzuTc9laLYikh5+KHS9odpJtC9HClWs2Nt6S0GfAPj+TPRk0KEqS1Wq2orq7+TWLxbxLpb1fcrqr4Mg6uWQGL0cCFTmR8L6S89i5U/kHMJyO4Nwk2SgrWkoUSBSaiUYTHJiAxdQasFgv2uAvc+vp69Js+Dy6XCxqNRnpNQzWKz5yUPsgt8hj6TtTkSHlpucSVF7qMZFVFQYCEZiiJV6lUaN+1G5742/vYvWQOQ9ybsnZsbh3b8gE3ExJTUrH374vRPSUV3sGhPFGuq6uDQt0gFMYe1624Lna7HVF970PEicMYvugNtGnfERaLBbW1tTBX3fCw42ygTbR2UdfPaW2w9fPy8mI+p2cxQa4sZYVnZHa4Ta2gyGiExcSirCgfLqcLI15byft+cPUKePv5y9R1E0dKqJs+46bC6a1n9fzY5DG4kv1Di5AARPEozs3G4XXvYPCseQzRu1XTw3PlH9gvQ2pQse8dEoLAmQvg7e2NEa+txNEN76L2Ril8AoJRnJsNi7GhkxoQ0R6B0TFIGJnOSRRN3mi/zWYzImO6YsSSNzkw19TUSPZqtdWwWq3o8sAIXD3xHQZNmcMQ7g73DGKl5OxtUidepdZyEASA8NgEDP3TX5D31V70Hz8T3sFtWWBJbPjRwXgl+weUFuS0WEyVrjM1FzfOTkNpQQ7bvRICgeIHJc+elsVAgyAtwedE27bf27qdeExTAFH0kegI1G0n/RmaQACS2wA5MxCkWCyQrNUV2LPkj7h+VrLgdKnU6Dd9Hno+MQFqtRode/XF9xvfRUS3Xji06q9ckN1s1ZUVy0R7Bz75Jxk0FZDuYUoevb29JXFdmw0KpdTMiu6RhLAOMVxk3U6BJE7xRfoGJTtike5wOG5rgkzXhUQo9Xo9lEolDAaDDOrv7e3NFL7bRdwQdz6scxx6j57Mn9tiseDG5Qso3L+Di5OmXCtu9t3ExgE5sgDgSRkAnoQRbHfAhFnw0vuzfSbZv9K/vdkSXQoIERMQEIDa2toWuZqIi3jVInoAaLDn0+v1klK+SgWFe0IFQDaxUigU3OwlCDBBlOlzEm+bEnKK0RSPHQ4H6iorZPSDg6tXIGvnZsQlj0bgHVHSZ4vqwMrwtHe07zQ1FO8hEd1ERUDCY+m4fPKYjCvdEt2Bpmx86b4QOehiA9mTj06UVEL0UF7we3Qbud3cmM5pakzSM1a4fweObFwFq9GAiqsX+LwCgAGTZ+OOTl34OpIDAQkk5u7dCkt1JXK/+DfOfL4N9TXVCGrXAQDgsNnQddCjqC65KjmlrfwLSvJOQafTyUQEPRc1PDN3bITVaMDgWfMkgX2Bcrpv2RJkbt+IPukzERwTh6geSag6l8fo6rAucXjspeXI/WovYpPH3FbDiibYarUatppKfPrWy7AYDYh9cATsDgcM1ZUoPlcItX8w/8ztiMASTZLuUW3bthi5ZBn2/n0xegwb2wi5BNxePI4fkQqTyYTYIcnI2/8p7A47Ekamsw5gTWkJAsIjQHmlXq9HcDvJfpeew+a+l9h0p3OeGo5NDSB0Oh3uuLMLOi56A/9++Tmc3p2Byz9+j7KifDicDvSfPv+WmhL90qejtqIcxpoqmOpNGPH8G6irq0NMn3tbjURsLh5bqyuQuW0D4oYMlWiUigZkFzUPAOncpsGJTqdD9KLXGdVmNtQyXSr/wD483CNJhmKtqamBt7c3qoqvsLWuUim5l4nDd0BCrNeWXoM6IEQ2PKstLUbu3q3onz4T6oBgzk36pkoWrAkj03lPqInv2yYUpQU5+H7z+y2KxXSdKR4DQP/p81kcnZgSNWUlKL94FuFduuHuMX9oMjcWBWmb+v//jfWbuIoQtEZUlb7Vz4gwcloR3Xoi5bV3EdYxRmZHJk5OQzp2RvgzL6K2thaJoycx1DtxZCqy90l8Wt+24Ti06q8oKzyD0C7xDH8hLi5BvKgJcCvtgariy7ia86P0By/IJi6i1Skg12gwGo2o+fkacnZtQd/UqQgNDUVkTFekLH0Xu1+cg5L8UygrysfV0z8iKuFuJI5sgPaLe0j7FdU9kfU3cr/eiyMbV8FkMmHQ7D9zIFKpVLhn0h8R0KYtbPVGGWyppVoIhzasQmXJVZTkncLJXVvZkokgsZ4w1F9a4HkpvGRJJRVGBKUiGJZK1WBbJCFPbt4MoK6iQquF2j+Ym15mQ61M0wQA1Do97ntqkYyTrlKpcMedXTBs0Rv44s0lt0QCNGU5WlIoNdRaWwiTZgS9J03TCbJ94/IF/LDpXyj76QzK3RbB5JdefvEstDo9Cr7ajR4pacjZtQVO4zDkfv05W016e3szd51eW0w4ffyD2ONdrVaj+/0PwWw2s6AXAFbBv+uhFJT+lIvej6XjxLYPERgRBW1AEHqOnYqgdh3Qd2oMXAIyiIKpwWBgsdzgdtFIee1d7H3lGUbGiBQYunebSwSb2nviGyaNncITTgCyg4hW/oH9Ek3I7Wjya8B7f+tFRcA377+JrJ2bG9kH3+znaBJAS6FQwN/fn2H5Xl5eTA/q+fgE+ISEMrLsxpULyPlsCxIeS0dIx86or6/nYin7083ctAjp2IVjcUB4O/Sd+hx+WPeWRAnIWMOJ8q344Ec+WiNZ7HXriYSR6U1OtUSooygK2WvsNEClwd1uCLzFYpFNQWw2G+smiLHck5tKRQUhUUjAUZwei7+nxLC1zQtq4hIXmZIfQqZQIUhaMbebUNjtdvQcMxVOhQr3pE1HWMcY1NbW8t6d3LkJ2ds34FLWUT5LaPJI98rNvpPnxF3kRZNgKyBNddT+wegz5Vn4BQezICkl2PR5btV8EKkLpI9BqIPWCmkSFUZED4ixuPrnq+wcVV1+HQ8t+At/XtIgUSgUiB+RKqHlhktICIfDAbV/MO57ahFcLlejWEwCrPX19fDxD8I90+ai4uol+PgH4J606dL/dzebiH5B9y/xsglZQdfJbrcznYMaYWQ5S/e0VquFd2gEhr/yT5zcuYm50k0Vkp4cb9qfoKAgPktEOLfMkhWQaaqIi6453Te/Bv3tt16/JDeOGzYWmsAGkU1TeRkK3UgLhUKBmrISFOdmc+NBqVYj/sHhqDqXh81/X4xHFyyVWU4f3vQesrauYwRkfU21/H2vXYJGp0NZUT6+Xf8Ou4MR1fpmn1fMjQkqD0BmdQq4xbzddMEjB/ZzgRcWE4sOif0QEBaBIx+tQWTve3H28JdIGJmO4HbR7JLUXCymhjtR5j5f+RceaEZ064m2d8bi9K4M6AOCJKF+N4WbGu0tjcdifgSA9V8ITUCUavEz3m489g+PxL2zFsLb2xtd7rmPhXLFvFKk74rxtSWLaiqiAdxsAEHPYW1pgysiIWh7j54MhVp9S1eloMho+AYF48jGVQhsE4rI+a9yDGptIdxcPN7nRq8RLfmn77/BsFdXwj88kmMxuWPFDRsLQGoSWCwWlF48i91L5qAk7xQSkkdBpdEibkhyk7lx9c9XsfeVZxhNPXDSU0zjJlc8QKJg5ezKwD3T5nIjSKFQIP/zbchy27XHJo/Bt3u3snYICWzuXjofcAGd+w9CeJduUk7tH8Qokqa0nZqKxbQ/nsLPpFNnra5wOwJJzlZNxeP/i1j8X29ciB2hm0HxaYnBnC4wIMHRh73yT6j8g3giTIu6ZrWlxTi8+h/o1P8BnDv8FXo9MREPzH+Nb4r7/3gXvLy8oNVq0euJifDy8kL3kWnwD48E0OAnr9VqZYI1tyqAPZ1TPIXXbvx0Bp+/sQihMV3x6NyX+LsTpJ47e7HdmU819KW3cGzTKtwoykVpUR5Ki/K4yAXANBiLqQGNEtGtJ0ryTiH3673oPjINJpMJPR+fALvdzoHH4XBA1yYM985aCJhqceW0JFK2aXY6Jq3actODU7w2Ij2A4NA+Pj68b7+GkKHoaiFC7GhSTo4QojuLKFJ6q3uN6BZOiwW22krJglGwS4y+ZxByPt8Ol9OFuGFjOWCL/HkAOPDl7hbbqiamjENx/ml0eWAEvnn/TfavbkkhLApZEu0p9+u9CIqJ42Ck1+tR/fNV7H9tLkryTwEAF9sEywwIi2C9FrOhFkc2rsK5YwdRVpSPqhtleHTRXwGAYe1io42mYVarlZ8Xsh4TqSr90mfAXm/Ad+8vw8/5p7g4JZQIaXKIejBUwBF6hw5Gak5pg9pg6JK3sH/pXPd+S3tQdOQbtO+RJKODAY0bZtRFjhuSjE9ffhZXTmeirCifk0YSOG3qkKRG0f1Tn8XVM1loLULmf2HRNaLkpTkoPi2634hfLy5/f3+UXjyL4xnr0GfcVARGRCH/823IzFiLyyeP4dEXV8A/PBJXCvOw/7W5uF6UC7vdLolJlV7jRsa9E5+EwyKp4fdOkw5HSpAcDgd6j54Eb29vyUr5s62wmgw3jSt2ux1dh46GyWTCPWnTERFzFx+2RCE5smYFrl8oxGNL3kSH3v0BNDQylO6EkNTCRaE2ijl0b1LyRhNzOmdEnQBKiAApQaDXEC1SKT5Tk6G8vBxBQUG3LJ5FgUpKvvR6PYs+E8qCoPetpbuIi+yfB895gZ93+rxBQUHomzYNxack5NkXK15DQHgEksZOgdoNQb+VxSk1LMTJO92XpOlAWjT079na090EEPVMTCZTs+KVtAhS7HQ6GTLbGutSkYvsGSvFWLx7yRwWNyTkiaeQqWTt2wXh7maKSCGlM+7n80XI/3wb+qVPh8I3ULoGNRU4tulfgAvoOXYqQqI6YMTzb/CznjR+FnT+geg9ejK8VCqeitE+EnqDPgPd77QXJPbqdDpRdvEccnZtYbV/TWAIBs3+Mw+QRFoUWeYB4EGDJ2qCoMoUh4jPLQrqNVewkL0n3S+/N5oI8MtyY4vFgr5Tn2M4uqVGQkrUXS91T9qlVXejFHaL1Mz8eO5kqL19UHXtMna9+hxiBw1F/IPD8N26t2ExSo5dnQcMxpf/fB11N8pgMdRCqVajTcfOKL94lotRisUtyY2PfLQGpUV5iOjWk/MPAIgbkox9y5YgqnsiDrz/JkJjukKpbHCOIEi9qaqC80CiQ0X8eAQleaegUChYIJ2eQQCsHUQxz263SxQaN/SfintdUIjUgInrgYFTnkb7vvfj0Kq/Mj2A4ntlZeVN7Vfp2lAsDrijHd//hJpyOp24J206lO5G9i+JxUBDY0GhUMhyY8pxbriRNnXlZYyq9guL5Jh9qwY5xUaFQgEfHx9+xux2O2pKr+HHf3+Eux4dDb+wCEbdHd/8Pg97H537MmultST+A0Df1GmwWq3onpKGmpoazglbUghTLBbzSc8zgDTLLmYdBQCUny9E/ufbMOTpxYxgaCoW19TU4HjGOm7WaXz0KM7Nxo+fbUH+gX0cj4n2unfJbJSdzWfUt8I3oHFu7NYFIQQRfQe9Xo/BU+fA29sbfcZN5YaiwkuB8KcX48blC0wNAYCCQ9JAjZ4xlVIly1EsFouExqyp5Pe7484ujeIq1VTe3t6orq5uqHN0fnh47ss3jcfUKKJByW+x/uvRnhL+3o+n48B7y246LQXk/NXhi97Ayd1bYbVa0XPsVPi2DYfdbmdYqK2mAic+2YDuKVLz4czuDJzcth7XTp1AWeEZeHl5se0dNTcokdO3DceAmQsYKq5SqWSCXggIgLefv9RYLz1SAAEAAElEQVQddkmihM0hHYjSIDqnkDhZxdVL2D7vDzBVlqO0KA9+bcMZumw2mxE/IhXwAmIHS8WU0+nEXQ+l4NLRg+iZMg45nzlgN5uhVKvR+7F0954myzQGgAbeYf43n7Mndt+0acjeuRlxw8YgsEscNBoNiw8Rz49tVIvybnpwiocmXZv8A/vQZ9xUDk56vR5tozvxvl05ndkqqovnEr2TRSV76nLSA0aJutlshkbnj9F/X4NPFky7Jd2G6BalRXkIvCMS0e5CNygymt0LBj/XTaZOL1IZADmNoSV0kfwD+1GSdwr533wOp7u4aQk6BIBM2Ieug+dEmWDyJfmnZA0LkTIjWq5WFV8GXOBgTok1eV7ToUR7T39Hk13SoeDrExrK+7hv2RKc3pUBQLo/hz//BovbytSV3RoENFltCi5MTQ1dmzAMe/kdnP7sYyQ8PBL733yRxTepYeXbJhRR3Xs3okERHYagqQA4aTy4egXcF4NFS+OGDOUYRXorX678C8ovnmsxWuF/aVEh5bCYEd6lG+56KEVmO+tZ6NH9Rs5LYiJos9lYFf/n3Cw8sng5EkdNwpXsH1BWeAZZW9dCo/OF2VCL60W5CLsrnqcBBFE+f+wQ2vdIwt1pM3l6SHGaEqbQ0Fi+n/K/2YfDG1bCS61tBIekxMXpdMoKbLo3qcA8nrEOZ774FACw528vYNIHu/g7U2GsUCig0WhQXV0Nu10SC6Tmg9PphK2mEse3rkO3B4ch7+vPkThqItQBIY1oMAAYkUTIC4VCwWcNTbap+AKA8vJyOJ1O1NTUsIaBZ7Inikxn7tgIl8slS75E5ECAW8uFrvPt6gFQckLICc94HN01HtE9++D62QKe9tVWlOPBBUu5WVNXVwcATAMTP4PRaOSYYrPZZAkSQX/VarWM0iVqlZBeFO23l5fXLfnj9LrUOKLEvCVOGfSZCUkDyGNlQEAAVCoVzuzKQEneKYR1jkP7nkkYPHN+I30W0eaPoOZWq5WF7WgSSKJyANhl6/DmVRxjAWD0X1Y2GY8J/UHfVafTweVyyZos4jSNYrBoJ1uwbzuyt2+Aj48P+k59DpXXLuOHz7eh9+hJ8A2N4GdEtMD19vbmabdnk5SeOXEP7Xa7DI7eFG1Qr9fzs0NTwt+jNeovyY0HTnoKKp0OP3y+DVmfNCAlzv1wCKaqCiQkj4LaRwdbvQne/oGwW8wwlF+H1s8PAFB34zoOb1iJ7D2StT0AtOkYA4vRwNQSXVAIw8Q9xccpFmt0vjIqHi2Kx0RpuCdtOv9sv/TpnEvSZywtyoNW58t5dr4bceHbJhQ93FosccPGwuFwoGP/Ibh49ADiU9JguPEzzuzKQPeHRyDv689Zv0CkK6rVar53dTodC3NWXL0oDVL6DUa77r3w0XOTG+gvi16XiTzerNAXc2MAMvFdUeRcRGH9klgMgIWefXx8ZBRAVUAAkhcuZU2u8svnUXjoCxQc+gIde/dHwvAxOPXFvxE/PJURV019BoqN/LrCM5u35xMc2/w+zGYLC42azeZGw15RK41iyc2QE5rAEHYFo8ZqSxfFYjqDmzsDSgpz+J6O6nE3Bk99GoGBgfw6nrG4pvQafti+EZ36D4FarcagKXNQW1cLh0IJu9XM6CGKx0ffW4+ys5LrDtWDvI9CbkwW4wAauV/VGaoBAEqlAoOmzIZWq+Xn6Pjm9xuhNsK7dIPdZkVJ3ikc//Cf0AW3Rb/xM6B2N1PsdjuOb34fJ7asgcPpQPsFS5uMxXR/Uvym6yae20QLEdGmdO6SS99vYVX9X29cEEyqprQYhvLrUPvoOEAbyq/j7JEDMhpEl/sfgcViQa9RExEafScGto+RJYo5X+5G/PBUBLeLxvGdm3Fy23q2yevYbzCKczJxz4QnceX0j+g+Mo05pLSqiq+wYIp/eCQ7iVBiRPB0nU7HnVKrycAFo3ioUGKfNGYyBk55Gn3GTeUbgiY4uXu2wlRZDl1gCKKTBiBu+DhOsP38/BAS1QHxw1Ox182HAiQrqOLcbOaQ0iJRl5O7tsJiMqBNx85oE30n/NqGYfDM+fALi0BUjyTm1p7ZlYHjH6+W4G5zXpDxjSkREB1CGuk77PqEC7nPli5AWVE+QjvHIuW1dxERcxfa9UhqUKZ1w8HogDl/4jBK8k65Patb58RA2iY0Ec8/sA93xCfCYrHA4XBw8uypUUDuLGrfQDyyeDmLdFJRS9eOCtK4IUNhdlvQiogHmhyR3gl51Yte0UajkWHmZEV1eN07qCkraVa8kThyiU9MQOLoyfDx8UFZUR5KC3IaNY1EygMA1npJGj0ZPYaPQc6XuzFw0lMIjIiSJZwH3eKCYV3iMGlVxi2dSkhotfziWfi2CUW3+x/Bl2+9ii73P4IzX+7m4uzeiU826nyLBVdT19BsqEVC8iho9b7cPCFxW1K9FtWVa2trOYm2WCw8vSNVaoPBIEHg3bZmWq0Ww1/5J37Y9C+o1Wr0fjyNFct3v/EnGMqvNwnBjRsyFGePHJCETdOmI/+AhDyhZkbBQamLTUndhczv4ef2E3fY3FDL23Ou/D9dlHTkfvFvAMBXy5dg+GuroG8bztD0quIryP98Gz8bCUNHoe5GKb54fQHUPjr0Tp0BfdtweHt7o2/qNJw/cRilBTnI3bsVQ+YsxqMvrkDunq2w1Rtxctt6dBs2Br3GTEHCY+kICG8Hp9OJHo+NR/HpTJQV5UqHvFvoEQBTHsounmOv8vwD+5E0doqM7y8WNwRVrK+vl7mTAJDB6b28vJAwMh31leWouHwW981+gWNxUFAQ9PoGmznS8aBFhzjQIIxGlprXTp/AiFdXwjs8kt1J/NwFgucUiJbZbG7SnjYoKAi1tbXsAOKp72AymXBw/bvIzFiL3qMmYsDk2TLOK8VjEb1EGkqUhLdG/ZtoLzSBMZvNUCqVuFZUgOxPN+PeiU+ibXQnAI15sXaHNGSge4/OH0ASPyNNDADsiOEf3k4WZ+jzkqi1SqVqZDtHxa/ntSfUTlOCYZ4xXqPR8Gf1RCKJEFvxmnpahtLESfz8lHD2SZ2KDrE312ahfVIoFOx0o1arodFo4HA4mOPcZ9xUjpPdR6bh3NGDKDubD41Wuo/Es0PlhjET1aSpphHQQDmiZ8Hf3x81NTVQKBR87vUbL52R/dJnIDA4GEfWvMlicYNm/5n/LU1qlUolu48QSsMTek9IJ/q+VIQZjUaZzSw1TQnpZLj+MzK3bUDCyHQWvvu9rdbmxlHdExHepRtC2nfCz/mn8O36f6L3Y+mIjO+F3o+l48D7y2Aov46wLnG4fq4QtnoTdEEh0AUGo/ziWah9dGjXrRfO//AdLIZa6IJCYCi/DqVGA4fVivKL52CqruLPpwsMhl/bMJQW5SEq4W4cXLOc9b5IxyxhZDpTBO+d+CQ0bsolFZKBEVF4ZN4rsFZX8CCBchSyRvX2D4RvSFt2EDHX1WLwrHk8oMn+4lP0b9eRC1ubzYaw2B6w2WzIXL2Mm+fFudlwWS1Q6/ToOnQ0giLbQ6lUws/PD/dOnAWlUslDPwC4cPw7AMC3699Bp6R7G9FfRDFZT30Haqj5+Pjg4Pp3UZybjdDOsXDZLDCVl8IvLLJRbny5MBc5n22RLJzbhLU6FgNNx+Oqc3n4bOkChMXEMqLbMxbTf4TavnbqBKMibTYbYKpj/Qc6b3UBwdzcFN+/24hxMNZUwWE1A6Y6aNu2lWKEMOz19vXnYp72q7lYTK8rxmNyNGqqaeQZj4vPFTKCU6HV4vjHa3HvxCfhG9leRvsVKaQT3t50y9yY8qXMjLW4euo4xr25DgrfALQNaoPBc16AraYSWr0fC1qKK7xLN5YY8LRA9YzHnu5XogvUiOffQL/06fjm/Tdht9tx9+Pj4bJKZ3qXh0bg8rFDGDBhFg6ukexLS3/KRfnFszBXVUDtRnH2nzybG3pRfQZi35tLED88FSFRHRo14wjJplQq4evbYA1MzQwx1yJRU8pjRGTqf3v9JogLKgAUKhVs9Sb4tgllhwCaeF/JkYpUs9nMSSwlj0c/XoOsT9bh2qkTEvzdBQx5ejEr2SaOmgyHw4ELRw+grPAMrp48BpXWB1qNFgqFAlXFV5C39xMkjEzHya0f4MzeT2AsL4O+TRjiR6TCx8cbJ3duRuKoiaivN8vgkAOf/BOs1RW4mpstg6cDcm6eyj8IVquVO3x08ZLG/kHyrB+RCpV/ECfmlIQFBQXh+9XLUFqQw13AxJGpyP9mn2QN5G5SaPW+SExJ5SKLRA5jBz3qbqI0WI5SV7fr0NGw2+2IGzYWer2eg4J4Y/mFReKB+a+hvvI6jn28Fk6L1EU8+8O33EgpKchh7+7w2B5Q+Uv8VErmKeGoqamB3W6HJlASSSVe79WcH1tMG/HsXkfG92JUB3GfacJCXcIbly/g23/9Q7omk2cj5M4uQFQHPPriCrdYZ47s2tGB6HQ68cC817j4oemn0WhkIdXKa5dx4K310Kg1subamS93496JTzbwxt1Bm1EwHigd8Xv1SZ8Jn5BQqNVqPLJ4Of7z+vyGqb+XNEG02+w4vTsDFzK/R0TXBH7dPukzEdy5G/q268T2SeIi9E9YTGyL7VUJlmkov45v3v8H0yeKc7OR/6Xk5lGck4kRr62E2j+YCwRRfE5MfGGq5e86cMrTTSJQRKHSg6tX4IH5r/HEle2fBOhnc40qTWAI7ntmCfR6yZZRtEBtDoIrCpt26N2P7VlFi18xRokd7qiE3oh/aMTvUuMCkK515s7NMNdW4/rZAmRlrGXHHgD4YdO/cHp3BvNAiX5Gy6lQ4d5ZC1FTUwOXtx6PLF7OjWC73Y620Z1w31OLUHntsjQ9ttTDoVRyLHY4HAiMiMLjb7yHHzatgt3uQPeUNC5YyA2DaSduka/ainLc98wSDHl6scyZgBoN4j1pNptRVXyFoZHhnTozLSMkqgNGLl3JiacIaffk3pP+hJeXF3Q6Hf/MvROfhFarlTn3ZH+6GX2nPse2f/R6NMWge5ng92JxDYALNLPZ3Eg7RNR3oHhut9vRa/RkBEZEwWKx8FSEOMGe6CWivtBz1VKoMj3XAPhz19XV4fD6d5C/bwcshjqk/u09AFIT9OG5L+NaUQG0AcHoNWoS6yMA0iSe3pM0MWivjmxcBUASUq0qvoLMbRsYgiuKWhPqgpoHJAwrwplpiY5aRGmhRoRYVIiUD3KYoemdXq/nPITOH4Lg2u12nnzS34mCrHa7nWmZtP+3WnRP0xKvocI3QOLg+/hwQ07tH4zH/74GeXs+4cGJqGFDFuHUUGlu4ikKxlJBRI0uUttX+waybZ9KpcKgKbOhVqvZrUD8j97ryJo3GaVBRadYiIioC/oZOuMpFogUK8o5Tv37I2Rv3wC1Wo2Y599o0d7+r63W5sYkClhalIcLJw7DUH4dVcVXYKqqgMVYB0P5deiCQhAWE4ucfTvh2yYU7eITUXjoCyg1GtjqTVB765gTX375PExVEoddoVLDYbOh6tolBLXrAIuxDuUXz6L3qImIvvteOC1m/LhjEwDw5xk45Wn4+Pjg34uf4lyRpsiiIOLh9e/wEAoAN/1j+g1CQFgEDw1M1ZX8/8l95NCGVYgdNgYqlUqmZUHPft/UqVJ+/eBwzo2PbvoX6uvr8ci8V7iJ4hcWyWjLwxtWIrxLN3S572FUlVxB8sK/IChCaqonjEyHX5hEtaGCk/I9qg9y3ZoDVPRTPHZY6pG5fSNKCnJw/5wXUPDNPvR6YiJCojow3SB7+wZ4eXmhz5RnWx2LPTU01Go1rNUV3OgqK8qHVueLJ157h9GlNy5fAJRq2OqN0AUE4u7H0vnMyv98G+6dtVDSpnNP5MXceOCTf4KtphJffrCC81iisqu8dTi5ZQ3KCnIQlXA3Bk57FprAECSOngSLxcLNVYo3NOwDwMhDsTHsGY+pQBan/mLuR3FSpVLxvlL8PrFlDbRaLTdOaIlN5NbmxqUFOTi0egXue2YJn0UUj11qNZ+TRM2TGmRruVFHDbmWxGNP4ehjWz5gNy+NWsPNJ4dCiUfmvYKAgIBGjarr5wuZnhgQ0hbJC5dixPNvYM/fXmDb2v7T5zdqConCpvQfNVroXiURdro29LMajYaph//t9ZsgLqibTIE55YV/4Nv17+D+ac/iwHvLUFqUB6vJhKD2nVB3oxS1pcUIuKMd0yl6j54Mp9OJzvc9jLPffYn4FEnEKiSqA/pPn883Pwm72c31OPnpWnh5eaHv1OeQu3crsrauw8+5WQhpL02Hqq9eROE3e1Gck4nIuB7I2rkZDks9ivNPo7QgB97eWvSbPl8KDjo/DJi5EEfWLMP9057F1Zws9Bk3FQrfQObq/3y+iBsepHrv5eXF8CDPh5MmZHVlxXDZLI2geDSZ7tC7n2w/xSILXmD3FM/ptdVqha5NGAbMXMAwLRLiEj13WdzN2xd9pz4HU3kZvDRatO97H84d2Ae1Wo27HkrBmc93SArBk+fw9EyET1PRqVQqodFoEBraFZNWbWH43ZGP1mDAhJmCDdY8AJB1Ij31TYjmoPANgNUd9GpLi/HdtnVw2W3Q6nwxeNY8HF73DnL2SN7PFRd/wvi3PoR/m3AgqgMef/VtmMpL3doQycj9ei863DMIRe77iJoULpeLp03e3t64cfkC8j//BKaaGpzeLUFxKWBQcC/OyZQVxMShc7lcsNqsyNywUhKHRUNBHNGtJxLdCb2XlxfCOsYgfcWHyNy2ATVlJdyQCunYBUHtO6E4Nxt+bcIQ3qUb9KHhMNZUobb0GgIj2ssmG4AEcyM+6PVzhS1qFnkqHYs8VkIvUPG+e8kcpCx9F76hodJkr6qKmxWU+Hp5eeGAgPporsD3FMukghMAB0mVSoX6ijJ89d5fofBSYPAs6Z45+tEadB+ZhpCOnbmYJD0ZXZtwDH/ln8j+dLOMSiI2L6jhKH420X3k2JYPWAMkbkgy8g/s4z/3S5/R4kPvf3HlH9gPc201/9lpteD4+rfRb/wM6INDoVS5GwhWK2IfHAEA0LeNkBKNwCAkpU7leAtIImFDnl7MPHdCrwXc0Q4AUPj1XgCAt68/+k59jpsXAXe0w6PP/42LcYfDwVNsu92OxFGT4OXlhfrKcpQV5XPiqtFoYDQaUXntMnL3bpWQQMGhfP+YTCaUXTzHit4AuLBpCgovxmJaarW6yck+w/sDA7kZN/6tD3FsywcsLEfiZXSwEwJA1MMQkRyiABl9RopHlPiJrg8qlQpt2ndk4VtxIk1FMyENaNokogBIaJSm6U3B8EWUATVWqKlDRSTZbrvgQmVlJU+O6urqeDJKTRzS3SBhSKVSycKAfcZNhdEoaUMQGvHoh6uQ9YmUXD3wzIus10Gv4akxAoAndCL8lXRN6N/RxJT2nFALBoOBp6eElKH7g6zeAPD7K5VKmZ0vJZ907QEpFlMzhGhPt1qUIxBMmia1ImKHINA05U4cPQmRMV0ROfdlVFVVyTRsSCi8JdodoqMH6QOIzUSCM9PktKqqCro2Eu3V02GA7l+73c689YSR6YzioPegSbNIO6J7jRoYYiJMcZ5g6VqtFv3SZ/wu9S2AlufG5rpaePsHwlwniYLrgkIw5KmFyPr3Fvi3DUPBwS9A3QDShCB79+qSqwCkeA4AZecKUXXtEpQaDaMsK69eYuHuqmuXoNXpUXXtEsJjE5CUPgvqgGBYqytw+fQJ3DhXiKCI9lBptIjq3hufLJyG0oIc+LYJRcLDI6VYV12BI2veRL/06cjctoGRjA35gAvevv58llYVX2aapyiG7xcWicFzXoDL5ZLFYorDWq0WQUFBiHYjmSg31uh8kTAyXZYfEdKnX/p0zt/a3z0Aj7z0toToDApiWjndm1RwktbGtdMnJCHP3RlQeCnQe/QkZO3KQNeho6UGQE0FD8m+Xv4Srp8tgELhhf4zFgAAej0xETqdDgMmzIJfcDAu5Z+RWW5Scd5cPBYb6oRC/fLDf8JQfh0qrTfsFjOsVqssHqv8g3D/sy8BaKABj1u2Dt9vfl9C7AYHw2g04t6JT0KtVsty45/PF+E/f5mP0sIcOJ1ODF/0OqzVFfhh03vofN9DbMVaWpQHL41Wamq6m5sudwOiKWQVFcCiowf9WxJGpcEuNaoITS0uOjcTR02CUqlE7LAx8NZ6s46EZ24cGBGFe2ct5P28Vdyw2+3I3v8Z58bUuBfjsUKhQMXVS7JYHL1wKT596VluVjA61wuMxL+ZdoencPT/Y++9A5o81/7xTyAhkLBBQHC2ioKICqJF626tokJbxYGrbnu0Q6vHjqMdtp5ha6eto2rV1m1PHdVO9ywCiqyCCxUKCISRBEIC+f3x5Lq4nxAV+/6+5z3n9L3/oVVMnnnd1/iM8MHDkX3sOwDSYJJQI73GT0dF4U2cXLMDfSfNxtAFr6PgSg48WgQh4vGRrENDejIxY6ehg+2+9Rj2tEObW/tYDMjdR2hgINJF7iZS/v9y/T//FioSgsN74PjGDzDq5b8i68ghiQpxMRlTVm+TTdh1N69B6x+APjNfQkNDA1q0aAEfHx84TZiB9G+2sRCc+HLTxqlo2QqPzlkMw50iePm3kJKiqnLUVeig8fGTbnhYJPpNe05WmLXu0gP9pj2HWn0VirLTofHxQ0VRIcpu3QBat0PZrRs4tfYfKM65jOMbPsTE979gcSxAuskih65deFc+LjH4kKiZPY88efdmhET0QHMF/6jIAhoh+YGh4bICzdM/SKb6Ts0LEdZTWVnJSRIlvhr/QE6KH+rZVyoeamrwxJIVKL+dj/R92xAxajzUPv4MaRUTcQqOdJyj3vwYv+zciIj48TJdjoKsS7wJ0MtNXfmQiB5sZcrQuIoyXN6/HYYKHS7t38Hf5+rRqKTs6unNuhZP/W0dVJ6+qK2t5UmgwWBA34c6o6amBo907AKNRiMT0qNr0tDQwBPBmMSpiEmUrP9EJAx1rcWCmNArJGSm1nrAajbxxh3cpTviln0AlZcvK7ybq8qReWAnwgcPx77liwEAGm8/lF3PRWDHcABAReEtqemhUuHqqZ/h7R+AYS+9yc+YKL4nipPeS29D5MkTbLND7EAMW/A6F+ZUlIUPicM3b72EwsyLSNm2HiHL3mvy7FiqdDi/dQ1iJ85CnVlKkkTNF0eLNEy6jRiLqqoq/jwqIixVOhx4/XmODbfSL8AKK4pzs3Aj5QxGLnmH6UzRE2ZB5emLmpoauHj7off0F6HVamUIjE8nPI6J73+BdtF97npdaFIBNG0e0v//J6/YpJmoLCpEYU46gsMioda6M29+1Msr0GvSXNzOuIiS3Aw4ubiiJDcD0eNnoM/Ml3hCYDKZuPAV6UL2m5qzk1T4tOjQGf2mPMvCZGLyotFo4OLiwsgHElrUBLdG7+kvoq6iDK4+fohMSGIBRIvFgpQd65FxcBecLBY8/daHjDIjLj4peg+cNh8AmAII4K6xGGhEGLi5uTVrExafF0BCC5nNZk607KH3dO4iEoBoHW5ubjJ4POkt0CSDJk2UPFGsos8R9RCAxgagONWpKSvG+R0b0ePpydC2CAIAnvBTMqlQKDguOqLeuLm54dHpz8PVwxMR8eO54UgJJyA1sEl/SJzOkO5GSIfO8J77Z+l+K9V4ZMYCKJVKlN/OR211FbrFT0CvcdNlFBtRhPNuekMiFaG6uAAnbIJ5fq3bMedZvK/i9aZz1Ov13JzgJgAa9VeoOSe6cFBzgp5vuk/UNLmfU4lYmJCAuOjEIj6vAHBx10Zc2r8d1joTQpa9xw0ppVKJgbMXQq31QL8pz3JuRMOFex0DNexEdxpXV1d2hXF2dpYh4QhGTNfFarVycUFIEaXN7YR+n3QD6urqZLBxR5NH+z8X+eewcfn/kxflxj4hbXBkzUrEv/YP5J0+ioKMNOSdPtokN66tqmBEhu72TczfdRS6gnz4tnkY7WIHIefHfXBycmIRTNq7U/ftQMYP+1BTWQFnlYrz39RvdkBfWox8m0C7mBuTAx/RqTUaDfrPew3HP3kHpflXUXo9D8c3fsg6FfrSEhx+9y+Y+L40hCHuf2zSTOSdPoKi3Ey06RbDzgRDnv8LT3cJXSENsRoHAyLytbnLJ6QtRi6R7FlpUkyDNp1OB5/AEIxc8g4O/v01RA5N4OJNzI2rim7j7OerUF1aDACstVGYeRH+bR9GUGgXmCrLkbJdymdNhmp+93yC26A4Nws+LdugdXQftHtkIH5etQwKKNBvxvN8bABwcfdGpO3dCqcGC7wXvc3vzr3isWgrTbQN0v3IPf49wkeOdRiPAWmPKC8vh8rTR4acatBXIHnXJnRNmACVpy/nxt/97RUU5aTDr30o2sUOwqGVS1lXyWKxIH75J0jZvh4A0G/Ks1DZFfViQUzoFRL6pgYsoQmNpcW4vH87x2rS76A4T05+hCakfY40rfrN/TPvV6Lwu5gbi83Ze+ltUIHe0NCAsLhEGKsq4Kp2xeC5i/jfUDx2dXXFsQ/e5FjsabP7pWfHZNQjdsIMFGano2PsIBxb/VdGgd4rvzBXluP81jXoOjQe3727lHVnlCoXxIyZiv4zX4TVzR1HP1nBemGBnSPRfex09J7+Ijw9PTGofWcoFAqcWrsSpzevRt654/BtH4rCzIv49fh3GBrVm/ccURD8btdFjMdi81D8+a9a/88bFzThPLZpNZ547T34PRyKrh5eMBqNiExI4qB16L03cCs9FU4KBeoqdCi7komj32xD6bVcDJ67CD+vWYni3Czo7xTDKyhYJpyn9moLtVoNNzc3VFVVIaRjZwS0WwStVosTb73EYmzk+mFfmFEX+Oi6VQzHy/5xP1zctHjqzQ9w6tBuFOdc5snzsU2rEbd4Ob8UAFhERez0UVJEQU2ceNDLETN2GneA7yfs6GhR4yMybjQM5aX8OSLSQpyUAGAIspjEGe4UIfvQLoSPGAfXVm35uClxtVqtXMzX1dUhduZC3hjEZbFIFqXUgaMup6urK7qMGgdjVQUKLqeiMPMifNp2RMyEWYClTlbcx7/1CcP1DAYDiq7l8QSVGgkmg0SfETv4hFgozs1idIA2IIA/hwINdXbd3d25EBIhq2V5GbiddhYRw55qImxJxatYEJMuCAVl9rVevBxF1/MY3vbIlD/BxcuPp5B3bl5ji6VryadYkZmET3nqb/vZOjIaP3/2D1TfKZJ5jtNxKxQKfp+Orl3l0NlFV5CPo2tXMQIkKLQLP/NegcGyc6WiTFeQzxNW0e6XJnIAkLxrE4v/dE+cDmuDFXV1dbiTf4058LJjEDRM0n/Yh97TX5RxGKuKCnB4+QIUZl6UCREBjYKaIm0r/+IvCOwUiajxM+HVspVk2efqilp4Y9zKDVg3eRj0pSX4asEz+NP2H/9Hbjf/ycsnpC08AoJQengvOvUfir6TZkOhUiNsRCIMBgNCOnTG039bg0v//BKtYwbg2pmf0ePpyfx+lJSU8ERfpVJJUNL17yFm7DS4ePvB2dmZN7fH5y2Bq4cnom2UhurqatZ2IOFBEd5PEHFxQu8aFMKFD0HLLRYLnG3oApNRj0MrlyJqzBSo3L3h5uYmi8U+IW1kglMAAGMVjq5bBViBQXMWwsMmDqvVamXIod+zSOGd3g2Kj7W1tSi/nS/pdtgmby4uLtxsoALcxcVFQpMc2I7oMc9AqQzihJV+El1DLKopxhAyQfxzsUC8vF9ysXJ1VeORGQtlxTmhKehakagoJcL03pO4dZ9ZL8noNOJkXOTFUjHv5uYm04mg/Ye4vhqNBqfW7kLmod3oO3UeVF6+HNdERITIB6afVFCLCfPZbZ9zUy5u8XJuSKnValRVVfF5E9LHarXKqDHkxOVowkSoArEJB8hjsZeXF3x8fFBwJQcnt65G30mzm8QdclCqLi7Ehd1foPtTE1noUkxsxaTRYrHIpngylAUAtbc/ek9/EYaqcpxcuZSdDkTqBS17zjzt9fSddH5khSpSkegdFp8ZAKzzQu8BPSPURKF3WER+/hEX5cYE9b+VniK7r7SX739nCfJTzyG4a0/0njQHN84eRdiIsSgpKYG7TwumHfT0D0TWt7tQWXRbJu7ZLiqWHbcIMexly69okmufG7eKjJE1yvR6PW7+coKt1QNDwzFyyQoe4Ii0zJFL3kFtdRXrh01ZvY3zbHrv7+Rfk6x0h8Th1vkTCB883HbiVh6qiK5E9xN2dLSo8UEFLH0OaYscfvcvGLdyA8w1Rvz4meSkFjNxDi7v34HTm1dz3uHfviNatH0Y5YU3AYApPKRtV6uvYoFcsp+9k38Fj8xehJQd65F1aA8AQJefh1Evr+B7Qwg5c40RJ9f8AxGjxrP2BdA0HpPlLcURom3EPPM8GhoaMDiyJ4BGsWIxHpOgOn22GItJU8FYVQFntRt6PD0ZAQEBcFG72J6FaNw4exSnN69G1NOTED1uBqLGTJXQBW821a4T6ZaEcjv95Tqc3ryaKSh1FWU4tWMDwkeMhXtAS2Qf2o1ftq3DzbRzGPfuBrh5+8vooLT32VuR00/SJySHKIrhDxKPLRYLIyJor+4aPwGDXnyjCa1DRIWJ7yxdS//2jbo79LyR7lpDQwN85/4ZJpOpScFP8fjkls+QvH0962iJObCTSoWKigpolGpEjZ6C4qw0Rr4oNRr0mfmSrOHfadho1iKrN9chevRkG9JRqg2Jhq/T6eDv7/8fgWD7lxwhJRD1DfXwnjwXyV+tRW1VBU6ue1cSdNK4w83DE5WF+QAAXcEN/PZrOkqvXwEAfLN8EcN1ck//jNqqCuZgA1JSQrwo0Zqx4rdbjR7SaDoBFqdl5DQQkzgVCihQlJuJ4px0GEuLOBEWO9GUzPHmK3wWBQdKFMjmixoZIldW6+2HkUvewTfLF6GyuPCBLUSpa1+rr4K+tARBYZHoNW56k2mPyPelACBCL1O27GGl4KELXoerqyssFotkpWPrfnbsNxQFl5IR2CkSR1a9DiusiJ0yD76t2nJBYrFYZC+NKHCk8vTF44veRl1FGY5/sRoR8eMR1L4jrIZKPp+o8TOh9PRhuJ5Wq8XFXRtRlJ3eZHMVFxXYaq07bl26gMLMiziw7DlGQ5AqPt0fCuYAZBBhhUKBvZ+swJ0rOXBxdbsrYoA6+wf//hpMRj2S92zG1fMnMXzZ+/DrFA61Wo3KykqoPH0x8IXXpSLMdgy0iWYe2MmCUKLjhk9ImyZT/nZRsTi0cimKc7NQnJuF0vyrGPXmx9BoNHBzc0PFb7eaBOPk3Zth0uvhFRTMSYyIetH4+PEGHNp3yF1pHWe3fc66D91GjGWxPDFZJ15e+Mix8LUJfv6ybR1cNO6ITpyKy/u2I+KxERJVwda1ByQNkz4TZ8PJ9kw6OztDp9Mhde8WFGZehLt/ABKWvguvoGCp2ARY64U0YKgJU5KXDSusGPTiG1wM1tTUQOnmjnHvbsT2BVOhLy1hu0Z71fY/yiKuZ/jIcYDGE/2fXcKNCL1eD8/AEPR/9mUYjUYEhncD0Lip06oqKkD6vm2o1ZUi+6cDrEEBgFFePiFtMOT5v3A8Fq0SxckRLbE4I5QYTYHFqbizszOGPPtnePq1QK2+Cic3fczaSEajsQkKgsReKQk6s2k1N0pdPTwRO3MhT6U9PDx4inw3IbF7LdF5h+I/FYSUnAESF5wSMoLD07/NPrQbKTs3AgoFUyEJQksNkfs1VsgZhfYpStz6TpqNOoMexqpKlN/OR0C7h7kBTwrzdI80Go0slovnRkgRRzaBnNCh0Raz6Foesg/txsBp8+ARGCITDFUoFJyQEkogNmmWbA8jvYm73QulUslJGDUviG/db8qzTCMi6gwl95QQkxiq6Lgh3nv7RglxtkXYMRXmZOdLf555YCdOb14Ns9nMjgN0Lrd+zULq3i0w1xiQcXAX3Nzc0P/ZJffkCVdXV6N74nS4aNwRFfc0fnz3LzCbzeg5YTa0LYLg4uICNzc3nN+4hfOuPjNfYsi1mPyL95eoKdTgIUFkAEznoneUqCG0b4pIE7HwIlSKSqWS2V7TxLSurg46na4JLeuPssgpJCgsEtFjpkoFl9IFPUZPkSD/Gk/4tX0YOce+g2dwa/h17IKAzpEcWwjFVVVUgG9ffw6lV3Oa5Ma6gnxkHTnMgzpyiiJkJNA0NxZjMTV+oxOn4lbKGWngEdYNrbrFyFCZhGDOOnIYgJR/kDC7fW6cskVCKOf8uA81FeV8zLXVVUzJBYCYsdNwbstniB4zBVpt2O+KxVarFRWFt5BxcAcGTJ0no4sk79okHY9NQ8BZ7YZHJ8+Fk5MTD4xECm+bbjGIjBuNkis56DZiLPw7RaCuogzXL5xB6fU81Fukd6k8/you7trI8YKsV8VhiyiMn35oL5ycnDDk+b+gvLzcYTw+s3sjUvZuRZ1Bj6ff+lC2rxHy0dH1oXjs5OQkUUlsRfnAafPgE9KW3W3MNUak7N2KgvRkRoYQhR2QENmdho1mfbb7xeKqqiqmz4VEP4rgC6cR8dhIeHl54dC6dzkm9p7+Itr1GYT0Q3tQlJ2O1D1b0Hf2oibNCoqZjqb9pK9H16KuogypW1ej9/gZUmNIyI0v79uO05tXw2q1cqwlbTuyfKZ4rFKp2DXH0TIYDOieOB1KNw26DXsal77dhcjho1GYI9FUpeHqTH6+A0PD0f2pSfzuUuOXBgQkfBk+YiwUCgU69OyD4xs/xMglK+AVFMzD0tS9W9D/2SVo3Skckz7YzLlx/2fmM/KFUG/aFkGSlp6N9tO53+MwGA04v+EjRI2eguAOnRi9WVlZyZSRf+d4/C85stikmTCZTAgbkYhja1exZoC4YsZIk3QKANTG0vj4oWWnLrh67gRc3D2Yn11vNiNmzFQutsRpkNVqheFOEQ4um4eSvGz4t++I9j37MHfubsco/ZQm+PSAfPniVMQv/4S9bFt2iUJVVRXTQIDGqRrQVPGWXqaqogJkHtyJbk9OhGurtpyUa7VanD5ymAvSspvX7unlTYu5+LZOdctOEdD4+qP7mGdgdZOCHQUPlUrFPGFqmBBkF5Be/Mgnk1BTU4PoMVNlnr+woS9MJhNuXziJktwMpO3eKImkAvBpEYjHX1wmJbOV5Tix4QNYamvQ0FAPpbMKru4e6PjYSGT/fEhqfKScQteECegz66XGiZ5Cgfil70GpVKKiooKnj3SOVkvzqAc+IW3x9JsfyrQyzm77HEMXvC7jCBM8kIKdCAv38vLCwBkvYP+KJRgw44V73gPqpNbX1SEwNByFWReRuncLWix8g60MgUb9BiqI6L6Lz5zouHG3RRoat9KlxgwJAioUCk6OnZycpCTBVteUXM1B+uG9jf9eX8W+7CSOdT/dBnGjT/9hH3q3as8ieTw19/ZmXp5SqUTU6MmwWq3oMXoKiyfdSDmDgow0Gf2m/wwJ8iY+kz4+PggbEofcIwehLy1B1pFDiFu8HE8L3X1u7Nh4rVvmJaEoNxN3fs2Auaoc2oAAVFVJEx+LxYIWnbqiy2MjJfEsm13jf6Kl6f8fS+R6irxRahYA4HeCCmsq8mj6nb5vmzS59/AGIGllUPEtcktVKhX0JYU4tXsTGuob0H3sdPi2antfT3d7riVB4fV6vQTJDWnDnE4XjTu6xk8AIOfLiu4KvoEh/BlhcYmovvMb7lzJQWVxIaqKbkPl5ce82ruJOt5t2XM/VSoVCzVSw8fHx0eyi7Na0f3pyUwroIRSnOYMnDYPAFiUDoDsc0nAkxAGNAEHGm1kCb1hNpu5cUyFkEqjRfKWzVC5aeE798/cSCKdCEqASY9AFBMVl+iGYr+USiXbzFksFm7aqNVqbhQR0kLUrbD3jYexGue3ruEp4L0WJX5030QxSUfcXZpCitPJ5iZsYhOHGvzUHKH7RM0iMf+xbwTRexT19CT0m/YcYpNm3XeyrFAoWFvmzPr3uOjy8PHjJNtgkGy6AaDPxNlQKJXcMKd9j5pCImfenipFgshEf6LCwX5SSKgJi8XC7xnQiO6kZ5B+R2NTvDebzRyD/ojIC/HZUGg94aLWyKg1ANA1QYptnYePkf1bhULBuV3KjnWMhrDPjalZUVtdxW50xVd/hULpgrDHR8Hd2/eeuTG/GwEBmLJ6Gwtm3si6LEMA0CAnfHAczm6XnDtILByQO6U9OnkOrp47xg0Wc40RgaHhzOEPiejB+m3kXCNaXN9rifEYkJAK5DBXlJGKie9/wToPnQYMk4rNuNFQqFwQNiIRLt5+MrooWYsGhXZB/xkv4uSWz1CUm4lL33+DR1q1h9LNHW2jHkHp9Ty4uDWK8LqoXdBv+gtwVruhy2MjkfnTQTzUdwiunvoJYSPGArZYXJSbieDw7jxQoHhMaEYasLDwr6LxHGmPvlcsBhrjscViwel17zbG4qSZ3EwJDotkbRRyEYwZM5VzwzgbgvjU5+9JLhUtWtz1+wh5SA3qvJM/oDDzIrKOHEK76FiZsYFKq0Xq2WPQl5bwfbePx/ejIpCGBu3/ZB0tij9Tbtw1YYI0uBkxVkb3t1qtyDy4E2m7NyF69ORmxWOtVstai+c3fsC0/9LreazX4hPShvXcWnftyRR4Jycnjn0UC6lx7ta+A/wmz8XOxTNszUApB574/hc4tXUtOg0bzfQ/qnvsFw0Xy8vL4RkUgrjXP8Cv3+1FbNIs/LxmJdL2boXJUI34pe/J7NlNJtO/xNL0f7L+JY0Ln5C2GPXyChgMBqTUScHYp1U7tI6MBgCZXaK9OF5s0iwcXfcerp47Ac8WQSjVV7O/tCREKCVsYne1pqYGaV9vRUleNgAgOCzS4Y21P0ZxSjdyyTv4asEzkjfu9g2s3kovJKEYAHCCajAYOBmi6R0t4mQbqyow4tV/cCcRgIxCIVIPRNFKUcQSaNyMqJNH1lKpuzai44Bh3MQRBcbc3NzgaxPjERM4XUE+kr9aiwazBdYaPb5a+icU52bh+vkTeGzhm8g59h0iE5IQ+WQSW0ql7t/BKszU2Tvx+QcOm1IF2Zcka1QbpAmALMESgwcdp7u7O/aveh3JeyQaDAWR5iz7TZTgXzStJOqMvf0dFR6/nj5isyM7iq5PPHnX7xEL+si40XBWuSB8yAiZyBidowjb02q1dhZJzRN79Alpi0FzFuLoulWSkrOgGxAzdhoaGhoQMWo8TCYTosbNBJQu6Nj/ceSfO47wwXHczIlJnGpzo2m+0GRwWCSCOkUgavQUmQUgPcPEfWcagJeURDs7OyMyIQkqlQo94p5Cxo8HEZmQhOAOnQA02jeK4nFKpRK3zp+AoewOb2T3uy5TVm/D5nkTUJybhZRt69H2rQ/5/SS+er/pL8iUlx/E7ea/aVExolKpeGJHUxL7Sar47NJ/6/V6yQYvI4UFMBVOChZk8wgMASC9zzqdDhf/+RXS/vkVf/+Ytz++b/LZBBpvW/X19TCZTPz/Kk9fjiX0LBkMBjToK1gYmITFRH0Hjac3W8S5evth4LxX4O7uzvQ3tVrNyAKRq+soFttTA8VGAtCoiQCNBxclpD1hr8JtsVjg5O6NJxa+wbocJLRJKIuGhgYJ0SLwbIkuQJMbg8EgK+RFp4qwuETU1NTw5IfQL/ZiZoQQo3ecrq+97sX9llKpRI/hT6IgPRmdBgyTFbC0p4oTeYIX11WU4asXJqE4NwvWOhPa3afJKCI0aKovTo/EWCyKP9prUTX3nEjvpb6+nsU3CRlCCDsSDB7wp5e5yeTm5gZXV1fodDqerA2cNr/ZsdhcWc5T6Jix01BZVIiSqzk8zaRnOLB9B3Sw5V0ih58KAVEjhCa74p4onmdFRQXbnN7vuvj6+vKzUlVVxQkwJefUXHN3d+cmh9hw/CMtMTcuv52P5F2b0P3pSfBv3R6AFDsCAjqj7ZJ3mjRIKRbX1dWxnpCj3FhE5RJygDjz0aMn3zc3FmMx00d1Opz47O/sDBS3eDkPcrKOHGKRcLXWnWMmIRfI7pTop66e3ii/dQOAJA5OdFmPwGDWcAgfMVYWG+hdbU48PvPVOhTnXIbS1Y2HWbEzFyIsLhHf2FAqMWOmIn7Ze01yY4vFgujxUi7Vd9IcNLhqJTfD+np0f2oS/47oJpG6fwdMBqlhY6wxMg229/QOAIAWnSQx0ZqaGo7F0WOmsusgxdYfvvhIphUC2BAQs1/iBqOrq+vvjsXhg+PYmta/vXRsI5e8g4yfvkV54S0U52YxFZOo+ZVFhUg/vJe1pe62xFhsrixDQ10tokdP5lxO1J3TarXoO2k2i2qSDsqDxmNCiKlUKhYblVwj3Zi6dCf/GmC1ot5Ug9Sdn6PXpLlw9fPjeNVz7DNwc3Nrdm5cXVyA81+uQ9vYgag31SBmzFR07DOIURKAVaKyxo+Dq7snIkaN5/1OdB/z9PSUmkI2ZAgAblq4+wcgfHAcX7f+zy6RaEJ3GSjYXxdfX1+Ul5dD2yIIfWcvkjQjScjbbMLJNf9A7/EzoPX2Y6Tov3s8/pcdFYnAlF7LBQB0iB3gMGA6EscjSJXJqEdw50hAARRfyW5ERLz1MTyDWkGj0TBUM2zwcPz6434YK8o4iDZ36QrysW/5YuhLSxDQIQzRY6YyWqG+vp5hjsSJJs5xTU2NjNus0+n45hMnmx5Yms5YLBaoPH3R/7mlLFBjqNTJHCmup0golMqiQqjd3QEr0LHPQASGhsNcI/Hf2naPga6oEH3n/JkfaIJ50jKZTDL1eVqi3U7ptRzugt+5moPjn/4VhZkX8VtGCpJWfcH3plW3GJmYmLmqHEXZlwBInMDgsEgAkNm4skPD4DiHRU4TYTwbakCtdX9g7Q9xE+3zcBgAyCDLUWOmsEiQaH9nNpthtKF6xGmBoyWKStXqq1CYeRE3zx9HRP/H+HfsiwFKAESLpAeZ+tO/CwwNl3nbqzQerIpdVVXFyv4A0KZ7b5xe965Mtbs5QdleiyJ6/AyovHxZaI8aeHSeJIxHzTtqFvm1boe4xculIq11hybihGSvVFVVxbDA0AFP4FryKYxcsqLZCb2owwFIDbC6ujrm22ttkxRdQT7Kbl6TcXJT9+1k22HR8SZ88HCk7t/Jegj/DU0OKuJ0Ol0T2ob9ZMOROJ6bmxv8WrdD4t/X48Tnkip7XY0BJzd9jMqiQngEBKFr/Hg0BEnOUFGjp+Bm8gmU3bgKq6XugTdD0nMQIZU15SW4sOsLRIwaD1dXV1RXV8sgpd+t+QcKMy8iIDQCkQlJ0BXkY/+y51CYeVEm9taiQ2eEjUjkmKjT6ZCfeg6n161E/+kv4GrKGUSMHM9IDLKazD72Hdr37CNN1Dy84ezszE0CQjoQusrd3V2GZgGkZLeioqLJ9aZ4QZoWAPj9oKJSoVDwPkP3hPYSo9HI+2BDQwMX8KJ2h1+ncLRY+IaMJyxOKCkZooY0iU8S+uJB6TNAYzwmPRtq9lNhS412gs4aDAac37qG96L7xWJALrrK77yQ/NrHYirISNhVFPZs7tLr9TInDoptYiNIFAClvIHio1/rdhj18opmfSchjk5s/hQXdnwOi8UiDVSCgpF+eC9PM0VRw/r6ehkth55j0cVJFDgl+qRI+TAYDDLKaHPug0jboSJEpVKhoaEB9fX1EqXLx0fW5CAqmogeupvw779axf7/5aJ4fMRm8arRaBAqiDiKv2cvjkdU3Nip86D19kX7PoNx9OO3UZCRhi3zkhDQoTPUGndEJYxD6v6diBw+GnU1BuSnnUNNZcV9G1H2S1eQj+8/+RvMZjPax/RHcZc0hA+Og64gH5XFhfBv3xGVxYWInTCDnUOOrn0PyXs2M+/fZNTjqwXPsMaWxVyH2qoKBIV2gVrrLkHh9+1A2uF/onVMPxgqdUjbtQGdHo/HlRM/IiwuEYHtO6CquABfL5mFkrzsxn0nYQJatHkIxtJiXPrmK3QZOQ7RY6aiID2ZBZtjk2YxapBQKlfOHcful+fw/i82QVReUi7lZEPqegaFsL4P7UtB7TuirZAbH/jbq0yV7Tt7EcduZ2dn3n/uFovpvRQRuXQNCQFBw0h7tF5zlpgbU66kVKmRvHszFCo1Bs57BcXXr8CjRZBU2NocC6UGR+M9vNcSY/HJratxad929Jv2nCyXE+OxWPeJbnUPMvWn+kGpVMIrKAS9p7+Isls3kGKjJdP56SvKWXdE6+UDb5seoEqlQoDNFeR+i2Lx0Y2fIHn7elz6djf0pSXoN+053Lqc0nh9AZnjo8VSj+Ofv4eIkePh5uaK1L1b8ejkuXD29UXqni0ylAg1LfSlJTj491cxbuUGuHj7MWpcFG9u7qI4HxU/DrcuXcCdKznI/vEANx+pxqWBDQ15qW50ZIph7/rzr1j/0qhPXHnR8qg5y8fGmU/es5lvZEziVChd1CjISMOJDR9CrfVA1Ogp0PgHQqvV4tYvJ2GsKIPKTYOOsYN+13ECQMsu3eHmF8DBhH5SZ0qcJgByYSqC0iuVSnQfOwNqd0/0m/IsgEYIJRVuFouF3RDKb+dD6aaB1WzGhb1b+LhEb97CnHRO6oK7dEf/+a/B2mBF2tdb0bZTOJQtWvBDRlMh0bZUoVCgQV/BxRkJKUXFj0fqvh1cxEXFj2cBpp2LZzCNReSgmyvLcWDZcyjOkzuCiEuE9pOXdm11FSNLlF5eqCq6zRNRDw8Pdp2Iih//QPcPAPP2wgfH8YS5pryERT5VKhW6JkxA6r7t6Dn2GajcvXlSpvH0BoBmNbwo4N5IOYPC7HR0GjAMlZWVsikf0FgM0NSkxna9m5OQ09IV5LNmS3FuFk5tXcO+6QTLc3Nzg0ajYTgw6ZjQ9bhXI0CkH4nddQAICotExKjxMmQE0Y/IQYCST9JxEZt09Nw5gp7T5F+EMV/87p82Ac5Xm0WdchRbRDEq4m/rdDootF4Yt3IDd7RF3ikAFGanI7hzJJL3bOYNG5D0EP7Tlexpie/vgxZrVHQpPX3Q//mlcHNzw9EP3gDQSE0yGo14dM5iODk5oUNkD7SNikXZjatQuWru/eEOluiERN99/qv1+GXbOpjNZoTFJSJ93za2lTMYDAy7jRo9Be4BLXHs079JQq9hkQgbkSi9J57eiB4zFU7uXly8m81mHP/4bZRe+xUHV/yZtZUC5r8mE0EktIZCpeZ3EAA3Ctzc3NidApBTC8Q9RBQopEk5vcNUUBKMU2w6k9iyaFFK18poNHLTwpEGBdCUH2xfuFNDFJDeWXd399+dLAESV91kMqHPxNlwtRWxhLCgJEhEd5jNZsROnIWbF06jKDez2cMHirl6vZ6RDRSPHdFF6Jo7Oztz/Gpuskx0Czpe0SKVrA3tKUH28fNe11MmUujly5ooXUZKU+io0VOaoO1IT4XiMcVTV1dX1t6ghpQj9IwohqfT6ZhOJjaXmxMvCO1DsZ6aKfTvRJQj5Uj2Ip+06FhFvRN6Nh+0aPt3XSK1p++kOc3+d9SIUnn5sUhj/PJPcGDZcyjISON88Wa6NHzoN+05AEDOse8Q2Lkr+j7z3AMd59ltn7MQZUX+FYb/A5ChOYjyDFg5Z/Fv+zCcVSoUZqczlD44LJLh9SOXrEDq/h2IGTMVUIDFGgnVd/tyCopzs3Az7RyefHs1zu/YyKhqcd8ZNP9VFpJXKBSIHjMFLdp2gLXewvmPxWJB7wkzUHjxPIrzsqC7fQO62zcASNbdojMF6beIVr+EGqIYJr4X4r18ZMJMLgbvttc6isUNDQ1wcvdm2hzliddTzkBXkA+Nf1CzG4n2i2Jxr3HT4ezsBFd3T3QaMAxp330tUZYUCgS274Cg+a+iVncHCpUakUPj8evx7xmt2px4TI22iMdG4EbKmfvmxhTvwuISofbxbyL8f68l7lfUEC+7dYMpQkGhXRAzZir6TXkWP332DwASOil8cJxs72lOLHbx9mNKRfiIsbh18TxbAkvICCvXHl5BwZxDHl27ivVbnJ2kBhZRdvrOXsTPDMkVAEDrrtH4ZvlLKMhIw8+frUT/55fCyckJFYW3cErQKbnXorxFtH7POnKYY0NIRA+ED47D18teABRAv+kvsCiuSG0EGl3QampqZHH49zTQ/ifrX9q4sOf0P8gKHzwcaQd2Mg+q/4wXYTAakP7NNugKbyHt0B7U19Zg2Mt/ZQeL1P07YCi7g/0r/oxWXXs0Szfi6LpVMBn0iIwbDZWbBjFJc2QKvDQxoM2UNneaZpDwJgCZjZjTw6Ey2CYlC44g28SZMtwpkiZ3dSaote7o9Hg8cn7cBwDo/HgC21/1nDAbSk8fnFq70qYY74q4xcuZowo0Ni+AxuTuh3XvMhTNkX4ALUcOGjFjp0Hr7ceQNprmO2pa2C96DiqLC2WoA1K8B4CAdm/IOsP2x3S/lbpvJ3fu20XHokFfgT1LZnOAiXhsJOtCXP3lJJ547T24PBwKrVaLmImNiUNzqQSyiWKr9mwBKPL+RWqMs7rRYebQyqX3FYok3Q6aUoR0jULU6Cn87FHzy9nZGVVVVTLHFKPRyNfj7LbPkXXkkMPvI/pR3rnjKMpOZyXjwI7hePLtT+HmF8AiuABk01iadtPUkc69traWOdTE5xMhyzTxJIEx0oGJGDkeBTabNtFy1v6aHF27ijd1EpKi50/UFhHFOgFApfHAuJUbkLxrE4t8mox6lFzJkVvD2aCfAJpNVfpPWA/K6bf/t/YIgH7TX4BCpUaXx0ci/btvEBE/gWkQFosF3cY8A6uzCpE2ekJzeMpEldBoNKj87RZS9mxBn0mzofUNwKOT50KtVqPXuOn46dN/4NL+7VDUm1kI1zMoBIPmvwpnZ2fU1tZK8N6GevSb/CxcfVtAq9Wi7eLlnCjSBBcA/Fq1Q+m1X9GyUxf4PSQhMgDpee096VlJ/MtggJNajd4TZnLxQOdEhSFNrclphagF1NgT7TWBRhV8rVbbREdA/G9K0kToNDXCRaTd/XjP4v2kJIRoMZTsiDRIQlj9Huszpc2Cz8XNDV5eXqxkTjQuEd1B5+fm7Y8n/7YW6d9sQ7cnJzYbuipeR6LNUDy2p4XYF9TNhchSYU/ioy4uLqx3ITptEOXIxcWFcwPxHI1G413RA2I8fuK19+AZFAJnZ2f4hLTBYy9ICSwhyfrN/TMMBgMKruQg88BO3p/FpFOr1aKqqgqGO0XIPLgTXUaOg7pVI3deqZTcP+7kX8OF7esAK9BvxvNcJBHqRqROidfDvlkjusBQzCANMnqW6H0g6ggViQDYbp0arPaOAs2Fx/8nLK1Wi5a2HPFB47FoeatSqaBy0yA4LBJ+bR7CrfQU6G7fQJ3RiJgxU3k/ixg5FtETZsHq5v5A8Th8xFgYqyoY6RsS1o0LrdrqKlSXFuOmsG8Hd45EUW4mAkPDUWGjHwCSMxgJDhIy4+y29UjevdlGC54JV3dPtI6MxjdvvQSjrgyBHcJ4WLl/6XN4dO4SKOrNsNRKe3pI1yh0HjIC5za8j7AhcdBoNIhMSMK57Z+zsyDlkkqlEp4eHmjTPQb1FjNTZ4JCu8jcTwCwVg/Q1PbRkYOGq6sr30sRQdechp/Y4Ka45ePjw42C0ut5MtfA3xOPKRY7u7nBx8cHQxe8Dp1Ohz4zX+K9pLa2Fr9dzUXGwR2IGDke/g+Hom3UIyi4kgN3/8AHisfNzY0p3plMJh4GiI2Ouy2KxXQ8xtJipOzfDkOFjt0gi3IzEfBwZ+xYNB0Dpj+PO1eyUZh5ERk/HYRC64Hz2zeg17jp8Alp06xY7NtKykWdnZ0REt4N1noLinOzuIlHtYerhydGLnlHEqXXVzGKokPPPsj46QCCQrugdddo/LDyNRgqKqD19gbQaPZwaOVSHp4UpF+AsbQYGv9AZBzcgZQdGwDAIWKP4jHFUjEWA1I9nX3sO9SbzfBr8xBS9+1gwfzC7HSMW7kBWm8/mYMWo7ttzWgRcfGvjsX/0saFvY5Ec5YIV6emxcglK3Byy2cIi0vEIzMW4PhHbwEACjJTUVVcAASGQOXpi1Fvfoz9y+ZDX1qCzfMmoE23GETFj0Pqvp2AAgwJp2ZF8ZVsDqz9pj2HvrMX4beruUj5ZAWiEyX7HwpUdXV1jJigG0kJmEKhgJOTE0/XxJtK3T2y5fTy8kJ+TgbOb9+AqNFTEBDeFfX19cxJ6v/8UhnH/PFuMfzfA8K6MS+9vr4evcdPh0aj4QKLXmiarBBKxMvLC9XFBajVV8lEnO5134gSQc0GY1UFHl/0NoBG0UgJdnb/Lik9ByR6RFoDxO2KTEhqIl75wEuwKBLFOgmxQ8U7dUOzD+3mjUbl6QuL2SLpddhUse+3CNEQOTSBnwXa+ADIhGOVSiUGzl4IT19/dkWQznNmE76mvX1pSEQPjH93Iwta1pQV4+yWT2GprYHS1Q3R42dB2yKI4b2EuqDrceXcMRh1ZTCZTHh08lyc3PghYAWiEsahVl+FbvET0GFwHG79chI94p5C6jc7UGeuQ01NDbxcXGSio0DjBkubBonU0XSuoaEBVUUFOGHbAD2DQlBXV8eTTXLbcXJyYqE6JycnDJz3CpJWfcGoCNn7a6NuAOBgCwC9kmazjS513alZV1tbyw4sVPS5efqgz6yXYLVaEb/sPQDA7dxspH29VZoM2wrcB22a/ScsEXbc3CVyrGmKRBshJUNOTk7oM2sRAPAkVafTwT0gGI/OWQwAMki4mCiJcFmaFANSAZN5cBeSt69H4eULnAgw1cz2bFNDWUT6kF6Fb6u26DPzJbjYTajs47FWq4Wrj2Qz7Nu6PUa9vALV1dWoq6tDfX091D7+HPcoIRUpFHQM1AwQN3V6JkmckOKxi4sLT58B3DcJEGG49P7pCm4i69tdiE2a+cDTOPo80ZGDkA+O4Pm/Z4mIEHE6RgW+aLtN11OhUEDl6YtHZiy4a8HsaFGRTMUzAI7H1KChppGIcBERIGJC7ahAt29wmEwmFhut11fg+MaPbPx4KR4TYoHOiyZX9Dkmk4ndQOh6dxk1Dld/OYnCzIuSC8C8Vxh1RI4DorBoxW+32F6bbAdpkd2d2WzGua2fIuvQHlTryjBk4Vv8Ox4eHqivr0fGgR3I/HY3AMnCcfy7GzmJpWtUXl7O50731l5ojiDxNK0ku3Ba5OZCqBdquNGzJ+5h1IRqrljff9r6vfGYNC7o2YKxmvfMkIgeaB0ZLaAJBnCB0uWJJ3F533Z0jZ/ADkSE7BI1T8hikpqwLt5+eHzR2zhtG3oFhXbB0bXvYdCchXj6rQ/x9bIXYNSVQePjJxsA1OqrkLx7MzQ+ftB4+6L0eh7nYNKyylCylCMe/PtrMOrKENylO4YteB2VRbex9fnJKMy6iIzv9iJ+6Xt8LP2mPYeb54/jzJZPkZ96FiOXvIP0fdsQNiQOTg0W1lAA5DlhTOJUBHeORMnVHCQsfRcegcGM2PqfxmKPwBB2MHqQ54CoIBQfiC4PBZqIVz7oso/Fos4YobK1WskFK2XHBjg7Octy497TX+Q42Bx0WnNy44rfbqGyuBBBoV0c/p6jeGwfi+n5P/jG8yjISEP06MnoFj8BtRXlqCy6jcIcCelzfONHiF/+Cc5v34DIhCRZ3tln1kuMvqCiXKPRNInFcYuXw2g04vyBHUjZu9XOmU9KTqlWqiwqhFdQMDrGDkT20cPQl5awNSoA2X8DgLOTM55+60PcSDmDvNNH4NOqHXS3b6D0Rh4OL1+A+OWfYMDUeXB2ckbYiESUl5fz+0vHDEAmvC7SY3UF+Tj499e4Wae7fUMSzB8zFbfSL6AgIw3nd2zAo3MWw2g0st5ZQV42UvZsQeQTCcg9/v3/qivfvyVBUJykis0Emuif/nKtZPNVX48+s15C98TpuHXpAkquZGPPwmcQEtkT3cfOQMuIKCR+tJ1tYIpzs1CY3Wi1BCtk1kuA1HFt3a0neo2bDqvViqxvd7Gq8eMvLkNVcQFSdm9Gm179kXfkWygUCvR8eiLSD+5Gg7UB3ROnQ+MfyLBMakKIAnNmsxlF1/OQsn09YAUarA1I27sVxVlpmPTBZji5e/PDR1B/QA7NN5lMnEBQchzSMQyesxdBoVCwP7yYVBPftuh6HkMJ7Xlnd1v2zQYqYujvALn9VXPWoNkLcfNSMopyM3F07So8/daHbMMkF116MHSOrkCy1Y0ZMxX9Z7yI7z/+Gwoy0hAYGo4nl75n2zAl1A81ZGKTZkGpVHIh46yUIN7U+LBvKNh/H9ENfj3+HR7u1ZcbBlqtlm3fKOkEAK1vAOstwCoJZ3236i2kH97LgS588HDsW75YBumipkXZrRtI3fE5in9NZ7gkYKMquajx6OS58GndHpVFt3Fq62qm3ZD1WtiIRJzauoZtIek96JU0G/6t2qEo7RxgtTa+H1bA3ccXfSfNhtKWYIkbLIkmEo9ZoVDwRDXr211I2bEBCii4UUBQYZq4OTs7I2r0FDg7O/OEu0Xbh2Ron+LcLNzKSGPoaEziVESPngxjVSWUrm4IG5HIm2nBlRyc374B3Z6cCN9WbdlejEQRyRpQDO4iXctJpZLx4f+oS5yk0j2me0ZcS9KN6Ro/ARr/QP63FJ/Eqa9YrIm/ZzabeWpIUHX6fbGIE6k9DQ0N6DXtBcmOzFWDPpPmMOScqBIWiwVqtRpeXl4ouJKDcxs2I3zEWAS27wAfHx+mnpC+SlVVFVtN9kx8BgC4CQ00jceUUNG50jWjZhw5dYhFn308JmTUg3B67RNcUlEHgNiZC3ma39wCjxLwG1mXkbp3C3pPmIG2nSMANKqT/95F/1atVqOhoYH3Q0dWd2LcBBptNkX9iLs1Fey/k/SXSLCS0I2kgcGx2IZwEcVOKZkXGwpF1/OQslt6fjyDQmQJdHHWJZz47K/oO3sxbiWfZM2oO3nZGL7sfQR36MROI6KIMSHWqDAUaREqT18MX/o+sg/tRmRCkuz8KKkXr4Forx2ZkMSuA0AjlcVwpwh3fs3ge056XTQxrq2tlQSeDdW482sGCjMv4tTWNTzVExtc4jOh0WgYXeLq6sqfaTAYWJfJUKnDgOeXyfYGrVYrQ90AYGQGU1Ftn/PfRg/5PUvMjRVKF3QfOx2eQSE80d9v07egxkF9XR0XPlfOHYezrYApu56HotxM1Bn1ULlpEZmQBL/W7fgaVxbdRuqeLQiLS4RnkKRDRsjJuooy1OqrEBgajqLcTM5PAInKAAAaL1907DcU3UaMRfbRQ+g4ZCQKsiSR9i6PjUT76D6oLC5kQW1aBRlpyPjpILwfDoPVakXEqPHQ3Sm2FV5WZB05zBPoO7kZqKsokzU8vIKCeZ/Yt+JlFGWnSzajcxfh9JfrUFVdBUv+NVlzZ9Dsl3B223qkH96LjJ8OQtumAzefm4MouFcsjlu8HFXFBTi/fYMspt5vubu7o/TmdVkspryacu/fg5akd9bNzQ3mynLs//gdhI8YC99WbTkvos8dOG2ezXlEnhvbNz7udSwWiwVph7+5a26sK7iJ81vXoN5Uw1Qj8fcc5Yp0LGQlTc+u2LTT+PjBWFUBhUqNX098DwDoPHAYaqsrMWDGCwjp0Bm9J8xA+r5tiHhshEQ5tWld2VMkLBYLaow1aNEhDC07d0X0mKn852FxibBareiZ+AyCO3TiayDWSkRjConoAX1pCbR+LaAvLUFgx3BG+/i364AGqxXl+VdZEJWMF/zbd0RQaBeYjAYUZl5Eyrb1ePqtDzHq5RWyWCyKcVM8tlgsqCy6jYtff8nPEQmyunl5o2XnSBh1ZegYOwi3LqcgYelKZB05jDa9B+CH99+U9p32HWCxWHB+x0ak7d6EwssXuGb+36JO/9s1LkRrQ1rUTJC461aUF96EX/tQhHSNwpn17yFi1HgEhXdDyZVslN64gtIbV6B002LAn16Gb6u2iF/+CU5t+ggqlQoxT01C8tdfQqVSwWq1oiAjDS0e7ozAjmFQa93Ra+JcBHfoxBCvyIQkKJXOCB8xDnV1dWzteCvtPIpsXr2l13JkzY/HF70towUAYAhZVVEBv6iU3MQkTmUboqNrV8FF646IUeOh8Q90CC0lrizQOLUkCKz91IOSk+rqamg0Er/8x8/+yoX8g6IZqPNrtVphriqHq58fKisrf5dmg09IW7YJunkpGfk5GQhq3xG1tbU4/eU6nN68GsCDvxxnt33OkEOVly+MVZUAJMXqdtGxsgm6T0hbG9JhPWKTZsLJ3Rtmsxm9Js2F1stH5sZxt2MhL/aQiB7oNW46w9sowRL1BERINwBpYqxyQfL29QjsGA6gMdBd/eUkvweBHcMR/9Yn0Ov1+GXDRzCUlSD3yLcApPcjoENnhhMm79jAtl9Eh7mRcgbDFi3H5R/2M5rA6bERuP7LCQQ8HIbuT01E7vHvETYikTdesi8NiegBF7ULf864lRtYAZvOR6VSQa/Xc7FGhYFarUZ04lRYLBbEjJ2GFi1acOFAEzUnJyc4OztD4x+IR+csZkE5i0VyWBi3cgNObvgQdeY6dBgUhytHD0GpVKLnBAlhQaK41CCyWCxI/2Yb044GzX9VBncHpOSXCk1KnM1mSUxUrVbz5FPaXO/duPpvXiR4BYD1GmjiWVdRhlM7NqC84CayfzqAG7+cxIi3PoZ7QDAX+2LBT8UaITXERIfuN6HVCFrPrhOevhj43Gs4/skKPDp1Pq6lnkOnYaNhsVhYLI2KHFpKpZKnZkqlEpkHdnITeuC8V5j7X1NTI0tW/Fq3Y2tfQh+IVmtiPDYYJGcde4SI/YSfhX9Li3Fx90Y4KZzQb8YLMjj/g3B6aRG8Pmr0ZKhUKvQaN12mTdFcOC9dr4u7NyJt71Y0mGoR9OYH/A7YC1s+yBLFIunYqAi2n54T6oWSYRJO1mg0vGeLz6SjY6H3XKlU8nMl0tLuFovpu6mxQok53Wva+61WK/rN/TOUSiXbqZ749K8oyknH6XUrkbTqC1jrTJJtddZFXN6/He1eXiErwH18fDhpj504C2pPX6bmqNVqflc0/oGMOKmpqZEhU+j5IgG1LiPHoqGhAY9MmAmlpw+70QDgRtGv3+3Fnas5CInogWHPvQoPQVGf3kmfkDYY9OIbqKsow4U9X3BDmODdPj4+fI2cnZ25sUNoouLrV5C6dwvbn1NOcCv9Aspv58OvdTuODUSjMplMPC0U0Vz29BBRs+S/QZjzQZaj3Fjt7oGB816RrGyLC7hxEBTahZsKJKhIGg4aHz9ofPwQFNoFCosFabs3QaVSIXbiLJz7ch2ix0xB8rZ1SNm7FdfPn8BTf1sHhUKB1AM70HfSbCTv2oTk3ZsRFNoFnQcOQ2n+VRaQBwCtXwuU3shD65hHkf7DPvyybR2MRiNGvfmxDYlgo4XY0JKkDaD1D4TJZEJE/HhuYnkHt4a7t68kdKlyARRA5PDRrPd2csOHPFwhaP7Aea8i++hhBHbuiot7vpDsWbd9jtObV3McovzXr81DOLr2PUQljAMAhI8cy+/Cg6IZ7GNx+OA4HFq5FLrfbiPju3/CqcGCtss/btZnKZVK5Bzeg7Tdm1Bw8Rzadu+FftNfgIu3HxoaGu4Z/+61RBpd8q5NvB8+9sLSJvRE0fmDCmNCb4uaYfdqKIp6H3Q9xDwqedcm/LJtHU/8CVFCq+zWDaTu3YIeT0+GtkWQbHhCOiZKpRKDn3sNJ7dLebjWrwUMZXeQ/eMBdEuYgOjRk7le0peW4PiGD9EqokfT3Pjb3YidOAta3wBuJlP9lPXtLlzatx29kiRa/t1yBRircXLDh4AC7CTSacATuPT9PnTsPxT5546hXewgZP38LR6ZMBMXtq9D6fU8tI/pi0GzF7LQ/8lNH6PzwGEwlJfCv+3DyDn2nUwYVdTccPP0ke31lKdRDpa6/XNc2r8dhRfPY+qn2zke11RWwGSoRlFuJo5v/FBW4xz426tI271J0utKnIrzOzaiY7+h0Gg0iHhsJA9//ydNtP/J+reJ/GyZVFTIgdmnVTt0iB0gc0H4etkLyP7xAADgwvb1KMy8iFtp5zFg/qtSN9hgAJQqRMSP5xdK2yII/aa/gIwDO2CsNcJJ7YrQIXHIPPw1OgwcDrXWHY/OeAHeLVtzgkYJrZQ4LJQgVQU3YTbqER43Bj3ixyP3Z+k4ouLHY9/yRSjKzUTB5VTUVUgdYZo8kC9uVVUVjn/+PlL2bkVk3GjEJEqdO2rI0EMrFohabz+ZbgAlLGLXs6GhAUXX83B533ZEjBoP7+DWcHFxkbQUbBxvoFFAhfiJgR3CHhjNQAHnwt4tUCgUGPLSWzLNhpIrOQ9kMTlo9kJGApzfvgGD5r8Ks9mMrgkTUGfQo1Zf9cCWlWIHXqvVQkNK3HcRFCL+GgAMef4vqKurg59NJfrrZS+wXZR4LKKQJVFuBs15CU7uXk2E7uz1BMSXvbq6GuEjxsJisSB8yAjcPH+c3Vfa9B6Ai/t3QqlSos/U+TAajSwuSk2OoNAumLJ6O99HXUE+X08qtmkCkbz3S9TX1+Po2vfwSOJkHHhnCUqv5iCwcySU7l4ShLm6gm2dop4cz5bEgJW5qz99+g8MeGEZAGnq7OXlxUkrwXppkqbVauHeoTMef3EZP7PiBNRqtaL05nV2enENCEZ9fT0XLAaDAW6ePhjy0ls8LQ1/dAgXAFR4mM1mToYNBgMin0xCRWkJLLVG6K5mIfWbHXBWOqPz0ASc+XE/nJycED1+JlRefk20BIjTSn8uPh//LeKc91uEtJBZj9qSFXqOD675B05vXt3YcLuSjYv//AoD/vQyF5kVhbeQuncLusZP4MmdQqHg94ISAKVSCcOdIqR9vZUnKJQsEfT/yokfUZCRhmup59gxBwAXT6J4mgw+CokrGzVmipQY20QMibJC6Axx+g80Nn+pWUxNFPp8+p2i63k8nfRq2YqnHkQhpELZYDBI8Ftbw9rVQxKBowbagyr8A+BkQeXlh76zF/F7Q0X3g4hNisdgqbfIpk4ipeZBFk3N7EWD76W/ITZJ6HtFm1dqdohNCZHGRN9HNBRq7tsLdIqICSqGSVwYADcQqEEbNXoKALCNLGmbNDQ0oO+cxTi9biUSXvsHWrR9CE+/9SF0Bfk4tmk1wkYkcrwXtUQoF7iRfBKjln8KjX8gF+zUFKD3hBB75OhisVj4syoqKiTxPxJotJ03NYpo+qbVamV0TI/AYBnUna6nq6urNAwJCkGfmS/JnF7sr527uzu/I/ScZ327E2m7N6E4Mw2FWRdlg5nv33kJwxcvR8o/JYHHPs/Mg6trKKqqqtjhiJrQLjZqoiPxQuCPg7y4V248cNp8fr+Prl3FzQOjroyRCfVmM7uJ3Eg9B6OuDNfOn+DPjxw+GlazCac2foSUvVtljkZ3ruYgbecGuHp44vTm1XBycmK9uaLcTFhh5e/0f6gTAsMi0X3UONw4exSRCUlM1QobkQiNfyBixk7D2W3rET54OCqLC3Hl7DF2TRj5xkfoPf1Ffv7oeafJP9FNeiXNRtKHW5G8a5NMN8Bk1CN5z2YE2XQIMg7sQFF2OlL37QAUkvVrrwkzUVelQ0F6MvzaPMRTfhLeLi8vZ12uBy3E7GPx2c9XMZ0GAAoupz5QLtt30mweHpXkZbMQNFFexfjX3CXG8dikmTCZTDJXLft1t1isVqu5aUGDn7vFYrJl/uH9N1nDghBc9rqH0rMuDRGh8eTmhJubG/o/u4QbmPX19YhMSIJKpUL0mKkwGo3oNOxp1NTUILT/UGQc/hpKlRJPzH/lnrlx7umfJXTOmy+i9PoV5F84hSeXvosLB/ciYtR4eLVshbJbN1Bn1CNy+Gg0mGphriqHn23ASvsJxeLjn/4D6QckTbSbl5Ix8cMvZTbobbr3glarRetuMdBqtY0UINsiFLaruydq9VXQl5ZA7eWDvlPnofpOEQujUk5KBgdRY6ZA5e6Nen0FTn+1HmFxiQh6qKOUh9vQ48V5WTi77XOugzQ+foh+KgmWOhM8/QMRNHoywkeORUVFBbrGT0BNTQ1ixk5jKo1Go2FEPA1//7fi8b9N44JuhMbHj/+MLFN1BfkS7MbaONEPCu2CUa/8FQf++goKMy/iyPtvoFVkNPrOXijjUVYXF+LSN1+hwVSLS/u34/qF0yjMvIjirDQUZl6E/0OdUXotB3dyMzDqtZVI/34fosdMgXtAMEPenZycUFVUgO+WL0Txr5fRK2k2OvcZKLO9nLJ6GzbPm4Ci3ExWfwUap7kEQSKrTQBN7GDpoaWX6+SGD1kIU2kTUaIk32KxwFhazBBtEZ7Wd/Yihh9TsUEJCdBYwD9ok4GXoB9BL+6QuYtRelVCnnw64XFMfP8LtIvuc9+P8glpi5FL3sGBv72K8CEjeHqk0bRCg7UBKXu2PhD9RKRtpB3+J7T+gXBxcWH/a0dLDJ7UVSbRtAarVISQXZQkJDWTURikkUGUG5ociWJNIvoCaNwMaIrrGRSCgfNega+vLzr3GQiDwYAhEVGoqalByy492KXg0MqlbOk18uUV3FQQm0+kR3J07Sp2iiE+X4OpFpmHJO5y6bUctgKD2YyLuzbi0v7tyL9witXH20XFsiUxAEbH0P2vKipA+r5t7OZDGheU2IrnTAUVTRuriwtwdtvnCB3wBL7/+6soyk5HQXoyxq3cADdPKRGj55WadfawYdGasaKiAnV1dTDcKULq1r3oPGg4yq/noig7HeXXc7mbXJCRytDUgqxLGPjca0g9e4x9rEWF66PrVrH+Bz0ff5QlTrWBRotDoNEKq/PwMTAajQgfMgK5Px9AXV0dIp9MYp6sSqXCpW++QuqujbBarRjwp5cBNDprEJycphsZByRx3tupZ9EqMgpR42bB27sTvythcYmor69HD1sBCUjx1c/Pj5M3KnIqKiq4mKJzUbl7o/f0Fzl+UrIFoEmRBEBW0InNSF3BTRxb/XfUN9Qjdso85BzeI1EXG+rxxII3ZOK1hMigJkDX+AkwVOpsSdssmQjm71GIB+ScZVHcrba2FnV1daioqGi2hSmJrPYYPVk27Xaknt+cRdderVajtraWKTL3OlexuUDvOnHvRTqJaO9NU0hKIEk8jCkSwv2zT7AoHtfV1clQRfS86/V6GI1GtO4UDr8Xl7Egp0hJerjXo+g+ZLjsuviEtGWNFELTOKJalORlI3XvFtaAIUQloZXMZrNMIJCOj/Qf6PeARjtTRzQcOiYS8hT3J2oi2lNL1Go17z/0fJGYLV07ao7Q53R7ahJqa00IGzwcV07+hMihCQAAS50JRdnp+GHVGxyPnV3dGP1ENr9i0xtoKtQrPiN/hPV7cuOEZe9i31vSME13+wbUGi1aR/ZErZB/arz9UJSbCSeVCoWZF9EtYQJ6JE5D+AgJdXAr7TzKb17D9ZQzSHj9fVSVlaKmqhJnt22AvrQEGh8/+AS3QXFuFty8fTHg+b+gbY9H4OPjI8uNR728ghE657Z8huTt6wEAXoHBMOrK4O4fICEm9m7hAk983ommrCvIh0KlRtiIRCg9fSSb0YoytmsvtAmKF2Wn4+KujVCqlIgcPpr1wWLGTMWFbev4/4PDIhEZNxolV3JsbhBC49Y2hHnQ5oUYiymvDB8cx858P2/4CKOWrGgWhc8npC3GrdyAnz9bCZVKhX5TnoWzLW42NDRw/HsQFyQxjnv6B2HQ/Fe5QeRoOYrFRdfzkHlgJ7qMHAuVlx83iJn+YYtvYixWKpWIGTsNxhqjDMHlERgiGwaJBbnCRY2H+gyGSqXCo5PnokFfgZ/XScPCjJ++RcSo8Rg0/1VGe7kHBGPQ/Ffh6emJ9j37NEEBUG58+st1iBg1Hh6BIY05rS2pLc7NklFRBz/3GqMtgrt0R2HmRbh5eqHt4uWye0ixWFzFuVlcC94tNybHzJObPkZhdjomvv8FPAJD0Hf2ItSUl6DBWYmIUePh16odYKyGWiPdp/DBwwGA0RkkaEpuawBY6LfXpLncjIsYNR51VTrW2kj55zYU52ahODcLMRNmwcXLT6q//AMx5Pm/wNnZGb3Hz5Dpw/w7xON/m8aFKJTIkBiDHjdSzsjsConvM3juYmT9fAijXl6BA397FYWZF1F2PRdaLx90Hj4G6fu2IbT/UBz7ZAUKsy4ievRkdgnIOnII4UPikPXzIcne51oOSvKy8d27S1GQkYb8lLMY+eZH0LYIYjHF7EO7UfzrZYRE9MDAafObBDSR9kAwVFEcjCZuFpO04dcZDXC0xMKTAiwA9Jn1EicpLi4uUKlUyD60G2e2fMpcK0CapFDBQcdICbrRaISzszOiJ8xC/sVfZNoSzV2ifsSg2S/xRKihoQGj3vwIW2c/DX1pCbY+PxldhozEoDkL79sYyTpyGIWZF5F34gd07jOQi1wOBM3TNQIA5m/5Pyy5Afz82Upc2r+d/a8dLZEuQp1LSnZ7TpgNZ7UbIocm4Nfj3zHMkSgU1EDoNW46F8+iCJs9+kKEwdJ9ERWnqYMpqoQTN7rH8CdRkJ6MkUtWNGkq2J8PBUOy9uo9YQaSv1qLyLjRUGvd0TF2EL5ZLql1Ozk7odhGewrsECaIDMkX6WR0GfY0AHAn1tVVjdiZL7GDjsFgQF1FGc7v2IC2sQORf/YYeo59Bk5uksVSwZUc1li5lnyKnV7IcnfkGx/BxYY0grEKp79ch64JE7jLLQoFKpVK6Ary8fOad2ExW6BUKaUpZsoZWZMn9Rtp6mIy6FGcmwVXT28UZl7EN6/MhVFXhitnj6JNtxgW7JVxbxWSRVpzhGf/WxYlYE5OTlww1tfXc+JTV1fH1B5vb2+EPNwRp79cB6WzUtao7fbkRNTX1yN6zFR4e3ujslKibTmCgT86eS4K0iVUz52rOYBSDfdnlzQiImyUEI1Gw5QgtVrtMLmkSbDZbJa0TarKkfLNNkQ+mQTvNg/BYDCg8rfbSN61Cd2fmgi/sK5NPoMSDJPJxA1Ng8GA5F2bcPngTul7vH0RO3EWak2SNgD9Hul/iBQUJycneAaFoP9zS6FSqeDh48M6Kw9iNSkukbNMzQmC09PkmpqwPj4+902YSeNFpEpRwkr31GAwNHu6QgW7qPtBja27HYtIF6HraLVaUVNTw/QfjUbD6BeiklCzwl7g1dnZme+FKPBJk0ESc6X7RgU4xWPRopP2JtrX7dXaHZ2LiILx8vKSGrfV1Yid8ifbPgB0e2oSAPCxkAYEJbv2i+473WPx+EQ3M/H39Xo900fUajU3T0h8kdA1lF8Qio145qJlLwmR0n0Q0YReQa0w5Pm/oL6+Hn4dI3B+4wdI3r2ZBezCh8RJos+2RqeIfKH3R3w2xCYqOUT9kdbvzY0Tlq5kjayi3EwEdOgM//YdUW82SxaII8Yi78QPjPTsNW46VF6+/A61j+mL8pvXUHo9D5d/2A8ntSsu7N7ECDujrgweLQIZTXPrl5PoPnh4k3dBbLJFj5kCmOtQq69CVLw0EGjdNRrHN34Ir+DW2PmnsXhswTL4Dhja5DqIjUB6drXefpx3l17PQ+cBw+Ds4gKrpQ4p+7cjJKIHi5pDAdb0CgyVzgFWoCg3E6n7dsArKBinv1yHTsNGQ9si6IHRak1isbc3YpNm4ujaVfBr8xB82nVExKjxKC8vh6ur6z3jBi0Xbz/0f17aL7xtjXRRu6a5op8A+LqRODDFRzc3t3vGL4rFNeUlOP/Veqa519fX45EZCxhVKO4VYuO0rqIMB9f8A52Hj2mC4LLPjVv37o/gX07CZNQj3UYlInTGoZVLZa53ZrMZvae/CIVCwcMBT0/PJgMIcYmNW4PBgEGzF8JF4452sYPYpbHbiLFIO/w1IuLHw8nJCZEJSTJEtKPcmETfuwx7Cr8ePQyTXspzGupMOL/xAzw6eS6sZmf8sP49trcmqlzUmCnIO3ccBRlpOP3lOvSe/qJ0Dd292enFbDZDpfGQDXMHzVmIo+tWsc2rSqtltzXSJbFYLPAICMYTf17B1MaUPZsbjS6E3Ji0OwBwnWK1WqF0c0efWS/B3V0anouajdTA/1evf4vGBUHhhi1ajgtff4Wi7EsozstiP+iCjDSGW1EhT5yca8mnMOrlFewU0i52IA6+/jxKcjNwI/mUBIUPDceQuYu5cCWYS7uoWOgK8hmBEBU/Hgf+9opNOXYXHpmxEEqlUgZXu5eVKxV23UeN40Sgrq4OLi4uLKZZev0qAKA0/+pdrwcV+mQjFZs0S6YYS5D4rjbLQdpwOry8AgBYTK+hoUGWdCkUClRXV0Pl6YugsG4oyctmR4/moi5E/Qi6DjzR9PJDwjufYv9f5kFfWoLkPZthMujhFRTMvDZRL4A+L3zwcIasiZZqPZ+aiNKrOYiKH+/wWOy1B3QF+ewZ3q57L0lQLfuS7eTvf15i55ISWI1Gg97TX4RWq8XDvfoCkBKJhoYGRCYkSSJ/D4dzYwgANyJo6ikm++K0CgAn4QQlFuHETYK/LUlpjj0sOb3U6qtQXVyAzAM7JfXjMVMBK3BkzUrJYiw0HCVXcnhzH7bgdYfPt4hkuXLyR/iHRjBUr/tTk2E2m/m8fruay5SWvLPHUZKbAb2uHE5qV0SNnoKLuzcyx5QaP+GD49iv+tyWT9H/+aVQKBQ4Y+OmOjk5ybrcarWa739tdZVML6bftOe4MUnvKzV5dAX5UGvcceXccdRWVcCoK4PKTcNdZ6lBAW5aKNWuqL5TzAnPfztVhIo5EjJVKBTsqCG6dnh6erKlpcFgQLLtPpnNZgyc9wo0Gg2Kruch7WuJJqJtEcSJklKphK+vr0zfQK1WA15eUtN23So0NDSgx5ip3Lyr11cw/9o9IAAA+J1xtJRKJWCsxonPVkKpUsJJ4YTkPZtxI+UMhi99HxaLhZ9RAGjRdtldkx2j0cjNE3I7MlZVwFRng9lqvdBn5ksO6SaETqFzJ8QcxQQSIqRksrnOGbREzjIlKnRfqMgn0S76bPtCk46RCn6gEeVEx0bwYPrduz039p9Li5JVuv/3m9BQYim6ttB/U2JK4mPUHBE/kxCHABhVQJNAMRbTd5BFHz33tLRaLYvC0URR1DtpDrdXdDkRKSYqLz8MeH4ZnJycYDKZ+Pmh5p5IW7O/1iJMmxYViNSooutYV1cHpVIpQ1CJLieivg+5lQBokqDS59HzRs0rFoGrrGTkC9ENaFpqnzu1i4plKhOhWmlRs40aPWJiLO6dfwSqCOk8DVu0HN+uWAKLuQ6l1/OanRsnLF3JuXH1nWKmdSjVrmg4vBexU+ahXXhXGUICkO7pkLmL+L70m/Isi0+26RaD81tWI6BDZxnNmYolR8tcWY7zW9eg69B41qS4eSkZbbrFIO/MUUl8Oy8bFlMtflr1Oro6aFwAkDW5KI5ExY9D5k8HYdSVQVd4E8V5WQjqFCEbVLLbg82Zw2TQSwhaT2/pgxVgEVm9rhz9n1/6wBpB9rEYaPxMAOgz5U/wbtma3xFxT7GnENPnET2DkIP2sfhuyDVH8ZjiGlHgRDvz+52XwWDgaT7lWBGjxvNwgN5FrVaLit9uIXXfdvQePwMu3n44t/1znNnyKYxGIwbNf/WeuXH2z4ckVySzGTFjpqLH8Kfww/tvIjZpJlNbWvfqj1u/nOBiXUQENsceVozHHoEh3MgY0jWazRciRo2Hb0hbWCwWaPwD+bjt3xO61vT9Wd9/w02LoNAucPXwwC/b1vExndz0MYw1RvSZ2Yj+Vmq98MRr7yHr210scWA/2CEhUkZMKeS1mH+b9tKfe3khbvFyWTymmElNcPt4TLmxSA+m60N/Tvsf/b947vQc/eGoIlQ0VpWV4recyyjJy0JQaBe06hqNTo/H48bZo4gZOw3V1dVI27VB6lIljMc3b71kE+XZKXWf1q7Cj+8uw52rOQjs1BWewa1RejUHbbrF3HPaLlI2Jn2wGUfXroKxqhLlt/Ph26otqqurm0CaHK3UfTslLYGvv0T/55fK1MJJNMW/Q2fobl2Df9uHmwjViPB0gv216RYDj8Bg9owXOaAa/0AMXfC6LLAS7NjV1ZU3GkCOvgCARyb/CSV5WSjKTpdZTWYdOYzwwcN5sxP/jH4CkIlQ0mfq7/yG/LPHEP/q3/HN8kUw6spYaPJa8ilGkiTv2czcrJObPsa15FMs+CgmhLnHv2fRJbLOEhss9toDZ7d9jqLcTASFRSI6aRYu79uO4rwsVo6+16JCnzhs7gEBUCqV3HASk3WPwBD0mvYCBwfxpabur1Kp5MSfmiCARH8giB/9O6PRKBNbIog6bTpqtRpfv7fsgQVVKUEgegsA5okCkktJcFgkkndvZseeuzUtiBoT3KU7K9z7tpImIEBjEakruMkFYXCX7hj03F9w4+xRmPTVuGDjKlLga9MtRoYcCewQhuLcLDTUmbiJY2+JK74jgGSHGpM4VaYXIybH9ovQKCRUplS7wlxjZAFgSnAqiwqRdeRbWEy1qCi8ZfOW/++nitgXjPRci5MXrVbL0++GhgZ4ekrPV21tLcJGJKLyt9s4++0uVBYVIv3wXtRUV2Ho4ndktIy7JYNiPBYLm3M7NzHEOOSVvzahItkvi8WCU1vXSJbGkAsgp9r0eYqy0xHYqSsin0xqkqSKBb04iQYAJ3dvDFn4FhdoZOkIgMUG6TMAiVJ1astn7EZB02rSUQIakS1ms1lmb0aJCxVyjqxjAaCuogyH1r2L8BFj4eLtx/dMo9HAarXKdJaooS5SWCg5JhoEFfCEdKCp2t3oIvbinaJWFP0eJdD3uv+0KGEXp3mE+BFjMX2O0WiUnDhUKtTU1Mjisdi8EWOxmMBSPCYLZzoParLZC5A1twFjf4yEXBAb1PT3ZCVNBb8j+LbYtDCWFiN93zZ2BfD19eVzputFtEWVSiWz4KXjp6YNIG+UiMkpDW/omtFP8R2h58ge+aLVaqFs0cJh7iSiURxN6em7yGaY9HaoEfVHWPQeXfj6K25MkBg3AAR3jkTHPoNwZM1KdB4wDB4BgXfNjfPTzgGQ9rw7V3Nw52oOfFoEokNkD4ffbZ8bewdboHKZgf1L5/OxkBXq/XLj8zs24Jdt63D70i8ozLwId/8AHhYEhXaBf/sOKL1+RTq/DmFNBFhFeDrlmy4uLqguLmDL1JCIHhg4/zVk/fwteoyZirZhEVAqlTzk0RXkw9XDE+GDh2PvMsnxobaqgtEXlHM31Jlw5vP3EDFyPH+PGHdZT+6xEbLcOGbsNGi9/TgWxybN5M/0b9cB3Z6cyI1JGkCaTCZGHdAAkJqoovhu0fU8nN8o6Si1fDhUpr9kTwcTnxugMR5bLBboSwqR8t3XiHwyCSpP37vGGXFRnCTR0b6T5sAnpA3u5F/DKRuaALY9r7q4AP98eTaKc7Og15Wj+9jpqC4vQ4eBw2GpNQLGaihtAu2OcuOo0VNYG8fZtt9S4ydu8XKMstmydh88jM9XFBdublygRo69gxUJMCsUCgya/yprBd1tmGAfj2lQStpzgNWWf0tClsYaIyJGjed60NnZWcqhbHRxqhftqaskmh0x7CkhF5XeA0cUDgAs5kw5ANNFbc0N+0XxmPYD8c9F5B+hJwGJsiRqR/2r1r9F44Im2HpdOUpyMxDcpTsmvLcJVjcJ7hvSNRomkwkatQYDX3gdLVq0ACDn3IudzaDOkYh/ezX0Jb/BUFJ414m9o0WF8aV922GxWDB4wZtSQmObWt/LEpOm/ZQQ0LRGTIr7zFgAn5atYDWbZOIq4YOHy2B/1NUkHjS9mCIHlxIHMVGml4gCINAohmc0GmGuLEPq3q3o/tQkPPHaew6tYgmWCMDhnw1d8Dp0Oh0HH0pyMg/slNwoInowd3Hw3MU8ATi77XNGPlxPOYPgsEgEhoZLzZ5dm9B39iJO2sSilXhcgHziLRa1uoJ81Oqr0C1+ArqPmw4XLz+Jz2XQ277z3jB/kV6hdveA99w/Q6vVMk++srKSE0OdTieb5okvu+imIQZkSnwpMdVoNLz5iPBkurdNijLbdbtXE05c5HTi7h+ATgOGwcndG0MXvI7q4gKeOtC0hAKr/ecSosFYVcFNi1FvfQwXG6+REnu6FrqCm9j2wmRGCk36YAt8Qtogov9juJFyBr/9ehnt+wyG0t2Lb4eI9iHkk5Pt2pEOBlniig0UQP6OPIjIbGzSTFQWFeLKuWOc8Ng3bbyCgmEx1ULj44eADp1/ly3vf+KiZ1ClUnERRxsXxTKxuNNqJStJdUhbVtc+8dFyXNq/nWHNd3IzUHk9B5k/fYseT09GgA0xcb8lFjahT0jCW+Ejx6LgSs49YzEgocDC4hJRU1UJJ2cn9J/xIpydnXD6y3UIi0uUkhYnhSRm3LI1N0nY/Uko6MVCkhJCUSCNjtU+HlMieuaL1UjZuQEWiwUD/vQyJyeUAIdEP4q8kz+g9/jp0PgH8X5B8YEKXABN/oyS3PM7NrBqfp9ZLzEslFAytCdpNBoZz5koINQMEG2NHcUm+l57uoh9QUs0SWoIWCySxhLRKO+3aBpH9BLxzyorK/lciC4CNBbbYkyieCweHwAujETXEmocick0fZ54rtQUaU4DhhYdY319PX+3aL8qHiMdp/1nizBdpVJygEnZuxU11ZUYs/xj2XkDEuqEKCeixonFYpHsom2CsgHtHm5yX6jQoXcfkCMclV5e0Ol0qKmpkdkji9/THB6/o3hjXygolUoeIgDgwcAfYdEEWyyIEpa+y5oJfafOw5H1q1CUmwlnFxdM/UwSBrxbbqzx8UPb7jGwWoGKwluIeGxks49FqVQiZZskiO/q5SOzQnX18LxrPLZYLKyH1KZbDC7sWI8BM15A3umjTIcm1EhQaBf0nfUS55b28RiATE/lh/XvyRxCcn7ch6jE6XDzC2iSGx/btBq/bFuHtAM7oS8t4esR2CEMybs3IzJuNEIiesBca8TlHV/DpK/GoBffaBKLqbgl4UwxN45NmsmWnLXVVSi5IumIhXSLgdKzUTPJycmJ9xOKpxRXqAFLyLza2lrOrQEwshpoRMYBuG88ViqVOP/lGmQd2gOToRpDFr7VLJi/iBAjAWiLxcLNKKvVivhX/orq4gJ8teAZRqs21Jl4iKXx9YexvBTe/gGIW7y8cT+pKMMPX3zEjn4a/0DEv/0JU4mDwyJlQyNHufGDxmOR+lhTXoLT67YgNmkmPAJD0HvCDGg0GvSdNAfu7u7c2HAUiw0GA3QFN/HLzo2MJC7Oy4LGxw8JS9/lnJV+3+rmzshMQpwCgMlkYrqf/fCE/pv2QGe1K+fxYm4s1n6A/B15kFhJzwuJQTtq2lAsFkXW/9Xx+N8i+hPv6LeruVBqNBj4zHyovHx58qdQKFBReAuX929Hv6nPArbGxaDZC7noOrruPQC2wP7OatTW1OLIR2+jKCe9WdB6cVGXtM5o4OlT6r7t97TnPLpW2jwCOoahx7gZsqSL1OhrykskMc2h8Uj/djfb/4i8LZr89p/xIvMNSdyM4FWA9GDWlJfg5NbV3PntMmocVJ6+XEiLAmKUEFz45isONo/MWIAn31mN5G3rbPysp3Hl5I/o2H8ofv1pPxRQoNNjo5B74gd0eyIBvx7/XtZIEeG/xtLiRjeKhPG8seadOYrgsEgEd45Er3HTYTAa2M+79HoeokdPRtuejyJ6zFROdon7J4oywSo1MG6knEHWkcO8ScYmzcTRde+xQFPfqfMY4uUd3BqAjdd4H4FPanzEjJmKyIQk3gxEeFTBlRx2D/AJacMQV9pgxQ6y/TSq7NYNvvcXvv4K9XW1UEABJxc1hjy7GC3aPsTfI8IFaeIcOSIRhdnpzW7CkWJycW4WI4AA6V2LX/Ye61Ak79rksCjXFeTjyxenojDzIiLjx0uiXUNGIG3vVvZ21+v13IgxmUw4t+UzTmTsGyxZRw5Ldr8fv4345Z/A3ccXpzevRmF2OkYueQep+3fCZNBLjaex02EwGGT0nYHzXsHPa95lnm/7nn1k6IoHWT4hbaHWujNVRmxa0PWPGTsNQCNCxSsw+L+eJgI0JgYEM3RycuKmJ9mg0aTCnn9PG71SJW0rwWGRcNFoUZh5Ed+/+zoKsy5CpVKhnU2ZujlLq9XiTv41/PLVGiiggLOTMy7fJxZToukZFIJBC96QNmDbJt5v7p+5UGyzaDn0ej2cnZ0Z8WCvLyNStX744iPWwCHXJkoUCEWhUqm4MKXYETGqkStLx+fk5IT0b7bhzJZPoT24C4ayO9BoNHj8xWWorKzkuE12wfT/1GAgJAIlrl0TJsBslrzoqdCzb1So1WoYS4tw3iZO5hoUwo0FagoQwouSEntRT7HYrqyslBXdhMiheODm5sYJFyW/tbW1zdLyIMSFmJiLKAX6joaGBnbNoCaTfROCGsf0k6DatD/T1IuOXyyMHVFpRBrOgy6ybAakQoO+U2xu2yfmdAzUAAKAmrJiFFxOBSAVL8TvFhtu9oMLWkqlEpf3bec8IOi51/i+eHp68vMvOrMoFAqOx8YaI0YtWcHNGFHg80ETWEp8id4kJsriXijee5HK89++lErJxrk4Lwvu/gFIWPouso4cYo2tyIQkBHV/BKfW/gNxi9/mf3e33DigQ2ekH9oLjY8fjLqy350b+7UPRZ2+Ei1Du3AOCziOx9XV1dD4B6LH05Px3dsLJT2z00fh6uGJhKUrkXXkMDoNGIb0H/ahz8TZUPv4M/Lrt6u5yDi4AxEjx8O3VVtp/6ksR/KuTezoRvao7BDi7om+sxcx0ozQVmFxibiZdk4qpH38oNZ6QHf7BuqMBoRE9ECd0SDTEXFVu6KuogzntnyK+roa1NfXw83DC2FDE+DUYIGx/A4soeEYMOMF3EpPaaJ/BoVE3wnu0h2xU+YxLZje0Ts3r+Hyvu2Sg565Fud3bEDn4WPYXYj2lJryEs5NRX09cmcjFAqdK72HWq0Wer2e46Kbmxu7bDk5OaGquADnt29A7wkz0LZzxF3vudiIFt2FuiZMkMS5R45FdXU1jm1azddPqXKBwknB+mWkqSBaaLq6uuLI1jX4Zds6mEwmPLHwDalR6h+EEa9/iLSvt6L/1D8xDUJsnHoEhqDgSg4u79uOzoOG4/IP+yXkhwNqnf0S6X/nvlzHSM64xcvh6eHBjRl7lJ14PW5kXUbq3i1s+uDUYOF4bNSV4cI325B15BCjTqvKSjkHt2+w0N5r74ZlNps5HkeNmwkoXRA+cqwsN847fQStI3siavxMuHj7yeh+v6eZQPs0NbrEfVq8b4C075Bu4r+atvdv0bgApIfJr3U7SbxFq5XE/bauwaOT58IMcOeu4OI5FtGjwhZo1JcYuWQFvFu2xg/vv4minHT2iHa07DUSaNHk19Xdg29gxGMjcCPljMPPEtEWLcO7w80vQCZAU/HbLaRsX8/FNQnQhUT0wMgl70ChUqN1r/64ce4oBj4zH97BrRnRQPBSpVKJ8tv5yDiwA50GPIHU88dRZ9Azb7sgIw2/nvoJLcO7Y+DshVC5e8NsNkNf8hvSvt7KPsjhI8ahttbEVlUBAWHwXvQ2ByP/0AhUFRXAWe2GqDFTUGOsgbGyAslff4UnnnsZHoHB0Ov1HIRrampQV1GGw8sXoDDzouRGER2Lie9/wfauxMNSeflCpVQjfvknSP5qLSxmC7onTofGPxBOKhWMRiOMpcU4dWg3Ip9MQlD7jhKUWuMJF607Tm9ezWq49MKKgkshET3Qd9IceNigva6urqgzS0ni/bQ8aCrRLX4CAtt34OtOyanVakXqVinZu5l2Dk++vRoqLz8u3sTEVkyOKQnMOLgDKTs28L0XV+m1HEx8/wv4hLTliW5dXR1znwHgwtdfMW2muYmGAo0wf5VKZesuv4suo8ahxlgj4/hTg4g0Rw7+/TUUZl5EQGgEIoaPxpWTPyLnx31I2bsVxqoKqNy0/ExRYGvZpRs0Pn6291NOzaFGSmHmRSR/tRYxE+fg+oXTKMhIw5cvToWh7A4AoO/UeWj5UChcXV3RZdQ4ph8UX7+C6xdOA5AKYntHnnst8byo6UUIltZde8LJ3asRNWLrWrsJquWUAP6RllgoAOCJrJubGxcZDQ0NbD9LG7yXlxeGzF0EV3dPRCZIDiO/7NyIjv2HIu/EDwiLS7wrb9hRsqBUSn72WYf2AAC8WwSwpSPZmtpT5QgRZd9MpHeLmrqkg0BJHX0f/VsS+jKWFvEUjRAN1dXVbNtLxTlNzqhpTU2AoIc6IsiGRiFxxIaGBkQ+mYQbKWdQmHkRwV26o++kOdwIpGO3Wq2yxmhNTQ1DQn19fRlR4de+I+IWL0dVVRUUCgVqa2uZCy1Sz35Y9y5rkZC1nlqt5oYLvQd0XUnkk+DEBEUlehvFSYvFwtoPdD8UCgU3s6gBT1PEe2l5iJxhisEUVymRo2RcnEjRhIiOlZq+dKwUi8UGHC1Rw0VsrNAzQ+dJCS+AZoupig0HY2kxLv7zS8ROlOKJ/T4BQDYlFgsP8bqm79suFUXh3dFr4twmCBqz2YyashKk7t2CvpPmAHYoJyo6uj05kSkqRFMSNUOoAVdXUYZafRUiRo5FxKjxqKio4OO9H23L0fUQm0H03FCj0J5+Qs+/vX7MH2WJ4pxZRw4hZuw0mEwm9JvyLDwCg+Hi7Yexn+yEUqlkB6G75cap+yVEhlFXhqAwaZjkaN2tcKPcuE5fiTtXctC53+OIGTsNCpXa4WexJXBcIrIP7UZh5kUu6k9u+hgNDQ14dM5i1NXVoff0FzkPpGch+9BuKW+6lIykVV8AZmeOxXlnj6MoR6KkFuVmokWHzmgdGcMNYir+SL/Ft1VbjHt3A/YsmY2CjDRovCUEbWn+VZRez2PUR4sOYejUfyj6TpqDs9vWM92QltJVA1d3T9bVyvvlNOJf+SsAoMuocWhoaEDEYyORun8HokdPRo+xM6DykgaKYjw+uXU163cB4GZ8xKjxOLdlNQAFuo+djuxDu5G8ezOCQrvg5zUrETNxDufG9K6yC57NbYTqD1F3zcPDA0/Mfxmevv7oNW46Tm75TLItzkrDpA823xO9SLHby8sLlUW3cXLravQePwNDF7zOTabWMf1wM+0cAtp3RPqhvWjdradMb6zXuOlwcvfiz6upqZGcwhrq2TKa4qTaxx+PzFgAq00rR6lUcrF+LfkURr7xEX7ZuRFpuzfhytmjKM7NgrXO9EBGAwDQsf/jKLx8Aa27RuPQyqWora5C8p7NMh0KahCJcYlsWqOenoReSbPRYKpFUW4m/B/ujMBOXWE2m2VWuPWmWpxZ/x6iRk9BQEAX2TGIjRSij9A+SfHYxdsPg597TRaLA0PDGfVUU1sDlZsWvcdPR6ADofG7LftYLA5casqK8cPmj7lRRLkxxWPRaepfvf5tGhfU3aFgeXrduzJRE+rcES+OrGPoZaOJbsZPB9GnfSf0eHoyc6UO/v1V2e/SstdIoEXeularFeaqcmgDAnDa9vkH//6qNCHetxMmo57taYpyMxHUORK9J/+pSVF/4PXnUJh5EQBszYoVjEg4+PfXMG7lBmnCWd8gJYYC5EeEImcf2o2UnRtQlJmKgoy0RiFCwW6pJC8bd65kI/6tj+EZ1Aoph/fInB+CO3SC1/xXOcGhzmxDQwMqCm/h3JZPJTTEtRzUm2pQkHWJi9vSazkY9dbHUHn6sgWR2WzmfyPqLzhCS9RVlEmWkwEB8LRxxAFwYSEGhJqaGgz408sMoYoYNR5XfznJzwG9sFFPT0K3hAlwdlYiZuJsWN3cpQ6/rbPdPXE6inMzUZSdjqNrVzGkEQBrJQyas5ALWUu9hW3hiq7lIfvQbvQY/iSyjhxG2249cck/AEXZ6bi8fwe6JkzAqa2r0XfSbKi92sp85sXk2FhaDJjrJDTKk+OR+s0OnlyUXJEsZOnYYsZOg0rj0aQAIC/m5oqpkt5HSEQP9JokJbbUXSaOM7luhA+Ow9fLXmDYJiVJAR3D0DKsK379ab8k7Gl73mqqKnFh9yYUZ6Yh/u1P2O3jwvbPYdSVobq0uAkSQnTduXkpGRFPTUH88kZIoF/7ULSKjMYjE6R7YzQaofL0xaNzFkOpVOLY6r+iPP8aAIm+1FxBWZFeIkI6o+LHoSDrEh4eOFwmIkjvBfHD3Tx9/hBIC/slxmOC2xPaizYugu1T0UoK7DLl7jtFUCqVaPlQB7SK7HnPotWel0sr4rERuHr2GAI6dGZ+LX1+eXk5TwnEmOTk5IQGfSXO79iArkPjkfzF94gZOw1ugo4OnSdB4Y1GI6MVSL9GpVLh9JfrpETX1x/tYgfKjpmmM2IDk45BhM/X1NSwNpGLiwsaGhrg174jWxU/MqER8kmfq9froVQqmY6nVCpltAidTscJjtFoZKQJ0QnFvYOuJ9Eyu8ZPYPV7AKyhRN8t6jMBYGgo/b+5sgzJu79gHnjGgR2SoFmrtkxpJGqDu7u7TAPBXoiU7j0lTyQWSd+nUqlQW1sr43wDjY4aRqORaSgiWkKkgVAspr+jBgg1kuyfHzo2+wYe7Zl0jM0RU6WEXKVSIfXgThnikY5bRIcQkkWEx9NzSfc+8skkODs7S3xpTx9GPZAeU21tLc5v3IbUXRuhVCrx1F/+ITumkA6dmVNNlBKR8qhUKmUokNPr3kXy7s0IDu8OpbNcL4ven/stSpLtrWtF2hXFE1H/g94l0YHgj7TIaY4EMJ3cvSQBcRv1lO4dva9ms1l2nSg3Tt0n5R3+7TuiRYfO6PXM87C6uTtsJN8tFlNubDLq0a57bz6esLhEnNzyGXoMfxIZP33LbmI0XLt2/gRadgxnRC4V9WFxibLiWkQNVVVV4dHJc5F/QXIe++mjd1B26xrH4u6J01Cck47wISOkpviIRPi1aifTLmjyHmm9MPKNj5BxYAeq7xSh9HoeWrR9GGqtOwbMeAFXks8gbEQiWj4UCi8vL0HkvBoWixnOrm4IG5EIV7UrqspK0dDQgPCRYzkWqzx90TVhAuc1MRNmwc0vgPNsoDEeiw14apzHJs3C0bXv4ZKtwaR290DXofHI+uEbznkbnJTo8fRkpH291TaAdOVY7B3cGuW385G+bxt6Jj4D94CW0Jf8hjM7P4e5xgi1xh1RCeNwcstn3GgozLwoy409AkO4Qe3h4cGFbPntfJxetxvWOhOS92yG2WxG3OLlbH1+4/wxFGWno3VEDwlNDvBQuF1UrMPcWKlUQu2ihpubGzw9PblBDDQiJ4nCGTN2GudwdO5OTk6oq9ShODcLdeY6h8+y/RLjcb7NzePnNf9AcW4WIuNGo1fSbISNSOR4LNpXU1zq8bSk99Fj9GS4ePnBXFUON08vdBk5TmIL3CmCh48fIh4biawjh1BVXoqUnZI+40N2sZhyEJGiIe6T9Duks3J+xwZuZEXGjYZC5QJjVSUyDu5Cg6kWIW9/3KwYKdJLZHTUynKcWLMSv2VdREleNgCg7+xFKLt1AxkHdyB69FSoffxlOd+/ev1b7QD2CZb0s1GEJHxwHFL37cCt9AuyYo8UZwGwJV19fT1adAxDvaUOBRlp+GrBM9y8ECewjd/RuES9A/LsFbveohYFAESPnozo8TMQMWo81N5+DIktupbXyPHy8UOH2IHs2jDx/S+4oNq5eAaCOkUgbe9WqFQqqfNsSyKUSiVqyoqRunUHegx/Emq1uoljAgCMXPIO9i1fDIu5DoWZF3F+x0Y8sfANPDp5DhQKBfO6C6/8imwbokFrm8IQX6q2ugrpB6SAGRLRA05OTkxfAYCCjDRc3rcd/eb+mRM3lUrF0HBH+gvitXTRuKPf3D8DaKRgiAVSQ0MDuj81EQAQ+WSS7LnQBLfGE6+9Z2skPIVze7bAYrYgatxM3hgI8gwAZbdu4NyWT6FwUqD/9BdwevMnMBltm2jyKQR3jmTep4vWHdETZkHp6obOwxNtzYaiRpSPgJAhyBt146lL3s+miSHqWlT+dgspe7agoa4WKXu3SmgUOxtTdsaw6XiQUKnW20+26faaNBfFuZmyZxmAQ8QQ0V6iR09Gr4lzGUHSNX4CLBYLuj05EQ2GSsla1ebqQdciMDQcni0CYQkNR2CHMFzat72JloSuIB+//XoZBRlpOLDsOX6vBs54AftXLMGAGS84er0xaPZCRh2l7dyAJ5aswKg3P0L6vu3o9uREBHfoJNMQEBP66MSpuH72KEpvXEHp9Tx8MnawJFzbItChgCwhK6joDA7vjoHzX8ONs0cZ0lmYeRG5J35AcNdoqavt4sLTcGqYifo0f7RF8dhisTTprFNxRE0wKjpEmGpdXR3Svt6KtN2bUHj5Asat3MBNOUe2lCINQlxZRw6jKDcTHfsO5vhiTxsAGvUfAKm5Qhxcen8bGhpYVJcglURLE3nMYvPCYrGga8IERrXlnzuONt17s92qvTUvAJkAmzgJp2TEYrGg7NYNnPx2FyKfSJDpC4jQeavVKtnO2lARhHSg7xH1GMR4TAW96NRAS2wqAeC4K+pgkOI8FeiERqDjU6lUSN0qIcicFBKNhZIyEjSj6wcAt3OzcPGfX6Fjv6EoSDkls0aurq7may8Wq+RUQY0FQmyI11N0rqA9t7a2li2Z6Xmin9SQJOqDI8cOHx8fTuboGfXx8eFEnqaYokaRTqeToQHsEUBWqxV1FWVIPbADEY+NAAB0Hj6Gj8nT05M/n1AsdC2oqaJUSpol9CxoAwLQ1qYeL7ql0DulVqvRdWg8bqadQ+TQBIfvNiXLpINBx00IG7F4FfOfy/u344mFb7D4d0VFBTecnJ2dZUKGNBX28PDgSSvZrYrCq+J3UROGhAvFWPygFpX/LUtEUNB7ZR+PRYQBFXv2WmFEp3DRaKF0VqLs1g2cWrsSA6fNg4+NYnuvWEz5XPKeRmc5i8WC7EO7ZbGW3MQi40bD3T8ApVdzUHo1B/2mPYesI4ekwissEhFmMzQ22iFpZonvoErjgVZdo1Gcm4WSq5L7GVEPyq5k4bEXJBH8jr37ObRKB+Tx2GKxwMXbD/3m/hkN+gp4tAiCvqIcBce+w8+f/QOtukbDzc1Nfm09PBGdNAsqTwmhQQ5HA1983WEsPrl1NeeLZDHpSH9BjMVKNzf0nb1I+l7bEC0otAsGTpuPs9vWQ19aghYdOiMgVBKTvrx/O9J2b+L3OGXHBjg7OUsi9Z+vQtruTVxL/PLlGhlq5Ga6lINdO38Cg+culuXGRMuloWJVcQEu79uOtr0H4MjHb6MoO53rnbARibJYHDFyPJydnPmYxZzfPjcmNGH2od04s+VTODs7y1zj6DmnwYnBYIBK44FxKzcgedcm9Bo3XdKMmPWS1DTw9UfYiMQmzfDmxOM6gx7XU84AkBBFhFykmE7XggYkSqUSfq3bMWJRoVA0icfaFkHoPf1F+Pj4oF10LK78cgrFuZkOYzEg0WwJWWe4U4QzezYBAHpOmA3v4NayeCzmI60je8JF6w59maTZYqyuxJ07d1gjxZGYN70fBVdycH77BnTsNxS3L5zkmvD0undxaZ/0vASGhqNWX4U7v17GoeWLcOdqDixG4+9y3fn/c/3bZuNioAYaERHtomObFHv092QDU1FRgcv7t3PR5axyYY/cvpNmywT+HE1TdQX5qCwuRGBoOMIHx0nQXZsl1XfvLsWA6S/g19M/w1hVCTcPL/QYOwNufgGcZKhUKilp37mBmxZGXRm8AoM58aYu+uZ5E1CQkQafVu3QK2k2+kycjdqqcqR/sw2RTyYhoENn/LD5Y4aU8XWwc0yg5D4ybjRcNFqEDxkhPaTwRt/Zi1hpnRANFCjEibS9O4Mo3ChaXtkXM0PmLoKTQkqS7TUoACB88HBcSz6FdrGDeGpGSYunpyeqiwtw+st1aBs7EDk/7EODxQJzpQ6/fP9PvgYA0PLhUBYmGvZwmATdrSjFmQ3vIyJ+PNxbtISzszNqykpw+K0FKMy6KN3PG3nSVL/NQ9D4+PF/07lGJiRB6emDXtNelCxkS4txePkCRiSIlp1kreUT0oa78fqKcvx2NRctHw5l9EplZSXO75CgbEGhXRAzZqpDuoGITCEh1ORdm/hZdnZ2htVqhXebhzDqrY+xf+n8RqFTQM5zSxiHjJ++hV5Xjkv7t6NX0mwoPX3YXk/bIohtnX54/00JevrzIYQPHo7sY98BkJw9KLlp0y3GofglPbv03BzbtBqjXl6BW5dToS8twfENH6JVRI8miAifkLbsHGKulWxhVV5+eHTOYt5sSIzslA2KqPX2kyDgnr4I6RaD0htXoFS7wqgrQ47tmO0FZOmnyWRCj6cnw2g0ovtTk+Ae0BIBnSOhcHFB1JgpqK2tle69TcOBut0AuEihzfOPYL13t2UPBbe3QaRnVJzQUQIaNiQOv/64DwUZaTi54UOMeO0fnJSSyCZp84ifLS6CRoePHCvj8VJCSggBumckftblsREoSE9G9JNJsFqtaNXz0UYoqp3VJB0viR86Ozs36laYNazT03PsNC60xesgLqJ7kBBy7MRZ0PoGcNIgQf23IW33JmT/uA/60hKo1WqOAwStJk438VXtG0hiYib+HTUaXFxcmqjzA436EYQqcnV1Zdgn2W6r1Wpu7lRXV3NjjxANfSfNhpOTE3OWAcky0c3NTaavAACX9+9gSHJh5kWmqSiVSj4OpVIpm7aKukyEhLDXHbEXtaQGBz1fFb/dQsq29agz16F74nT4tW7HNBxHlq7ic2Bvnert7c0UFlaCt5sO03FT85N+mkwmpO7dguTt63laR4JuAeFdoVQquSFCtB1XV1fU19dzE5XEnu3vpf3xigVr7vHvUZSdjsPv/sUh4lR0WwEkuoxKpeL3Vyw0auGNcSs34NTWNQgbkShr2tEzT4uKZ3GKR39O31NfXw+9Xg8vLy/o9XroCm4i7eutbJ0s/i7dW9FR4o+87hePxWIPkOcY1XeKceXsMRRmXkTO4T2cK1jrTBg0ZyHHnpYPhzqMxRaLBV1GjkVtbS16jZvOuXiHnrEoSE+W5cYBD3VEyZUc6EtL4OblDa1vC7TuGo28s0cR0DEMRdnpyDiwg8WERXogxWKz2YxOQ0ah6NcMFvQkpPOg6c/BydakJLFwug7iso/HPZ6eDJW5Fsm7NqFrwgTUGGskO1Ybmlvj6d0kNyZKCzXhANw1Foux0SMwGAVXcnBK0KITc2NRy+e3q7nSUHFEIhQqNVOBuowah/r6ekTET4DGLwDOzs6IHjMFLi4uEg0MVv4+Z2dnSYdJpULYoDic+Gg5CtKTAQD+7TuibdQjMFZVojg3C6VXc3B68yeSpW6nCESPk5oRNPEnevTpzasZ7RzcpTvXO/ax2MWWnyuVSkb2hcUl8nPYoK/A0bWrOB57BoUgLC4RCoXCYW4sDk4opmi9/Tg3LsjLRsqeLdz8Vzo32ozTPSHajEaj4caexWJB2tdb8cu2dbh69hissKL0eh67DxJtTtxj6HjsrUXvF4+pkXK/WCwOSy7v3840JFd3T4y0aYJRbaHRtOIGTq2+Cqc3r+bhslrjzgMPUROI/lv8mf6NlIPkHjkIQ9kdXD13DG26xaBj7EDWeSHh2puXknHnqiQ0W5R9CfqSQrgHBP+v5cb/to2Ley1HNASCjhO0tmv8BCgUQM9xMxBl41lHJiTJ3Bbupn1xdtvnXLxlHTkEnw7h+O1qLr7/+6soyk5H/qVkDHh+GXcaaTJC0ymDwYCyWzfwW/ZFAECH2IHwCgx2iOwg+Lyz2hW9p78IV60WKevelXUh7S0hHS2xq16YeRE3zx9H624x3D2nSVpkQhJUKhV/1tG1q1iV2ZHYoaPmka4gH6e/XIeuCROg7dAZHoEhULio8cu2dVxEOnJLuX7mCPxDI2Rc8KLreQyroy4iAJRe+1WacKae5RedJjMENdVqtUjdIyWEFosFg+a/ChircfCN51GYdZGFTqMSxiPr50Oo1VfBqCsDIHVW45e+xwKwlBgbS4txcOk8FOdlyYQbqVEk6kvw9GHTxyjOzZQ4mAB3aHs8PRm3Us+iKDcTrSN73lNIkpoBR9eu4ufZyd2bA6Ver4fK0xej3vwYWd/u4mYSFelFuZlsf9olLhG9kmaj35RnYRW43KLwGT0vRDMif/f2Pfs4tBZ1tILDIuH/UGfmJ8aMnYY8G/RORDiJiziyWk8fWcEloqC+Wb5Igv4Z9Ihf9h70er3kOz3lT3D39kWriCgcWbMSvq3awcM/AKGPjUTeCUlU9sbZo2jfZzByj3+PsBGJ8A5ujUECNYqm6MZqSd+g4rfbuLx/O6LGTIFrQDAXYZTM2zsM/N+SLzG5EG0laSPOP3sMxopyAI0iglSAkuAxTXnudp1dvP3Qe/qLACATuo0aM4Vpa5TcANLEtqLwFr5fuRRF2emwWq0ydA2JVzk6F5pCkzial5cXDn2+inV6CBV0r2eC/u7k1tVMd4xbvJyhsva2b6JoGSnfA8AoWxJof61p0XXX6XSsJ6FUKlFdXQ2z2cwaHgQlp+OiIptQb6IwqWgbSi4yVDzST0CKV0MXvC5NCxsaZNB1eocI/dFl5DgoFApEjXiauc4qG0qEYOIuLi5wdnZme05qZtxNuJGKE7FIIVFZetfTv9nGSDK11gNPLHyDRWepSeBoUfJJDRt6nun60LVQKBRNnEHEc6LPAoDoMVMk5OOIREYhaTQatqKkpFREEBHi0t6tw9HxUhOFCtaGhgZ0GTUOV385edd4TPeaqD2k8UHPtyjCarFYoHb3wqD5r8JqtTKawsXFBfX19UxP0hXcRPahXWjfdwhunDmKiFHjoW0RxNdRRASJWibJuzYhbfcmFFxKRvzbn0AbEAC9Xs/HKjYk/2/dfd0rHvuEtIWu8CYsplq4enqjzqiH1SJpgEEh5b2/bFuH+oZ6tF+ywuHnGwwGqLz88MiMBVDZKEQnN33MKIi8M0dR9GsGIw6KcjN5cFdTWcEOcy06dEZ43BjJQlTb1E5RjMVXTv2Egow03EpPcYj2AJoiQ8TlKB4D0tCnvr4ej8xYgDbdeqL0ag6CQrs4zI37TprTBKHlqHlksVgAjSf6zHoJ7u7uqC4uaJLfUm4cM3YaYEMgighfAOg9/UU42/SkVJ6+eGTGAo7F5PDRe/qL8BDyubPb1vMQoN/cP0uTcxvSIiSiB8a/uxFWN3eU3boBF40WLi4unBsT5Qyw6QUZKnF22+foPGg4ak21aPfIQNw8f0KiptgQzveKxSKahBrFP6/7nOOxyk2L2JkLofEPRN/Zi+6JonIUjw0GAw8Gb6acRnFuFmr1VXh80dtNHLBEChUg7UuPTp4r05sTneXomSLEM+17arW6qbXoXZZKpWIUpMFgQPjg4Ug7sPOeuTHFtugxU1Bn0MNSb0FkQpIMBUXn4+bpg6ELXkfBlRxp36gxonVkT0TEjWYtDWdnJ5z+ai1qqqUBe0zSHBbkNpvNiHwyCfmpZ7kepsbdrUsXuB5QqlwQM2YqTEY9inOz4OrpjeK8LJz/cg2GLfnr/1pu/B/ZuKAl0hBc3T25sFYqlfAMCkG/uUtQX1/Pau1WqxVdRo7F1V9OojDTsfYFwewjhj0FZ7Ureo2bjrqKMg4qwV26M+1C7DiS4wclEacO7cadKzlw9w9A7ISZdxVUdKSnYd+osEef3O1aSA4bqxA9erKkGi+ov9KxBbbvwF1RoFElOrBDWLMdGkjIUnenGPFLJcXqsLhEAECHnn1wfOOHqC4tRvKezfj11E8oyctGcJfuEkVBSKLv3LyGfy6ZzU2CkS+vQOo3OwAFEBXf6EzC1AiNJyNHaAJFnd3IhCT4+Phg/8dv82YzZfV2Pqd2UbHc6KLPP/C3VxEWlwi/1u04MSZLI6B51qMihDZ51yYMXfA6T9s0bR9CYKeuKL2a0yxtCvF5LsxOx5i/r4NS6wVnZ2ee/nsHt+ZNKnzwcPi1eQgmgx7BYZGIeHwUjn3+ATr0GYTbaWdxYsMH6PPMfDhrJE44TUstFguqqqthrKrAN8tfYi/11t16Ntup4+y2z5G8ezOLaVIAe+K19/Dt69JG/d2qt+AVFMwTBrKGihkzFYPmvARLjR4n1qyUIHgKJ6bxkJ2WyaiX3SOVlx96TZNoKON7xDIcrqamBn4dJVXswLBusFgsGBgRJZt8KpWSQ4LJZILVasXxr9Yi/cAO3Eo5i9JrOVCpVBj20psMk6fC6Y/Iqf49i2CU9tOvrgkTUHGnBEqVEjET57Dmy8XdG2GuMaJb/ASEjZBihz20k5pZUWOm8HtgrirnWKxUKiUBL9tGTEWeRqPB2c9XMWJq4PzXkPXzt+j+1CR4eXnd06aREAPOzs78TIvx2L55cLdrodVq0TVhAgCg17jprFsAgJOvFh3DEBLeDYPmSO+cTqdDWJw08RLV4++1yAWFPtfHx0dGw6PGusXS6L1OqANRZAuQND6okBUnaY4g6HUVZfh5zUoYKiug9fRC7DPzmXpI75ybmxsqKyvhGRSCwc+9Bm9vbxlSUCyuALkIHB0/NbqcnJya9S6KFKLIJ5NgNhoABTBw2nyYzWYZoup+95CeZ9IMcHV1ZScTOkf75eLigrq6Oi60CcHiGhiCJxa+AYPBgN7jZwAAHpkwExaLRZaQU3F/N+rJ3RZNCUXqkMrTF/HLP8E/X5bECL//+G8Y83ajbaro4gWAHXasVivfC4Iv0/0itxgSPKXzpCKTmjI3086jICMNZrMZj8xYwLBlEpslagpBoLs9OREFl5JRmHVRgqYveYevHX2++E7+37r3uls8JsSju18LJO/eLKFsx0yFyaBnV6+IUeMdCs/SwKrtIwOQd+JH9JvyLBdk+tISBIaGs06WiFStLC5E+qG9CArtItN3c1a5QKPR3DWeuru7o7LoNrvVibTxe9ljOroWFI+tVqtMUyJi1HiU3bqB+vp6zkso/2mwSsOL1l3vPXQSF703ANiJh5o4wxe9jfQf9qGmvBTJezajsvQOBrywDEqlEqn7d7B+W+TQBN6HRDQaUdwcafFQTp7yz6/w5N/WIqDPIEYEQ2FDUGs8UFNTA99Wbdk+GZByY4pD9PmHPlnBbh99Zr4ElUqFh3r2lSEOHiQW19bWyo6np821DWgeHdc+HtfrK9BQV4vo0ZNhrjGiODeL6woq8gkZR7FHr9czOtPJyxdj/r4OP3zwFspvXMXIJSu4aUHxmBq2zWkei4vEnJnWp9Xi9BHJVIAQ3z+veZebLCKtkgwTnnrzA1RWVvIgwj4WW61Wbmo5q92QsncrgkK7MA2oKDMVwZ0jkfr1l3xc9ZZ6OKld0Xv8dEChQPJXa+HhH4ig0C4Y/OxiRjPdvpwi3WN3Dx66DluwDGqNO66nnEFtVYVDm9R/5fqPz8jFpJIS3Zix01gjgJKvW79mIXXvFkQmJMlEAUkjgIQaASB5z2ZEj5uBPrNeQoNSiV82fchBZeD8V7njaC8mI1p5Dpw2jzt697OcKsiW7EHV7h5ou+SdZjUq7JcIayOKQG1tLby8vBhebbFYOGmvqKiQkhs3DYDGSXhzFjU7rGYTJxItHw6F3+S5rPhM0CWPwBBA4YyB81+FZ1BII4/LYMDlfdtlTQJ7/QeRjnB22+foM0tS+SVkC00RRi55p1H4y7bZ3E1vg1SHD61cypNNEhjSarUw10jTMv/2HZs4Yzha9kiJ6uICbk5YLBb0m/kCdPl5KMy8iLPbPr/vfRUbIWe/Wo/e01/k4EeJ2w/r32M9DOoYhw0chlvpKSjMvIgLO9bzn5tqTRjwwjIAjSr4BVdy8PXLc1GSmwFA3m1u7iL6T8RjIzlx0Gq1aPlwKNp2j0Hp1RwUX8lG+uG9+PXUT2jbvRdgBU9LACs/KwBkQrOp+3Ywz1O8R6LIFolDUlJLzwO9i8ShFKHK5EogdtH92ndA6+hYdB4+BtXV1QAaIdP/17R4sEWxQLQDDmrfEaOWviuD1J75bCNDIaNHT0bLh0Jlk2IqjOn5qK2t5QbFmS/XNWkgE69epDqQeFbfSXPgERiMwLBunEDdrXGhK8jH0Y2fIHzEWAS278D3/vfE4+rqaqg8fdn3XoTLnv5yHUO0+017Dh6BwaioqJCEJ4Uiv7nXnBrn9OxTwp+6VbLaI4tsSnrEBI/QB1TIAlJSqlarZZM0ewj6+a1rmAcLAJ5+LdDWdo18fHwYCUKF+N0QLj4+PjLRNtGhiagShGxozrsoTuc0mlaIX/Ye/zsqvKlx05xrS4k33T+LpdFuVdRmoN8TdTdIc4kaEkShUWg9eaIqFjoAHKJKmrMIck5OMkwdCghgVKelXhJL9fLy4lhK7yVrCtiQNuK9oIKJkDBiw4acXEhIrtuTE6FUKtk+PWzEWACO47GLiwuMpUU4bqMnDF/2PtL3bUP4yHH8PtDni6Kr/7eatxzF48eeew1egcFMew0fHMfDC0By9SKBS4PBIMH77XLjtP07YNSV4WbKabSJjIG+tATu/gHwCW6DnGPfSUOoJStkIuRiU0DM64gW62hVFxdg/9L5KMy8iL5T53F+8qCxmGKRiFxw0WoRt3g57uRfwz9fexZF2emyWGy1WtFzwmw0OCkRYxMMb86iGEq5mohsTTv8T4TFJeLi7o3SL9teI8OdItQZ9QgMDUdxbhbSf9iHgR3DOUexj8cAmtDZ6LOMFeX4edXr6Nr/cc53pbpoPbqMHMtOePbvEsVNAKisrORBZL8pz7KVeFVVFZ+bo3huv+yREh6BIZx/U4OAmhbNoRyI8fj8V+txaZ+0f8bOXcSIdvt4DECGVCChZwAwVFWjLP86SvKyeIhNw1FavycPtI/FQGOdSk08um+Uj5C+kYiKpH3DUSwGwKKo9ugRd/8AFGSkob6uDp0HDEPpzasIDotEQ50Jl/Zvh7m6ArrbN2Q6jcc3fIiRS97Bwb+/hvJbNwCAUXQ3LyWjqroaLlp3ptQ8Mf+V/9V4/B+/E4hJ5aGVS7mgm/j+F+z0oNPpWNtBpVIhbvFyjHrrY6R/sw0Ro8bj1Na1bKkZkziVVWWrigqQvm8bwgYNx/ULpyX/6RM/wq9jBFxcXFB0PQ/nt29AZEISPINCZN0zURPjXnasXy14hm0nycbJ/nccCTDaL4K1BXQMQ9ToKTKBIRH+S8kWwVk7PR6Pol8zEBU//oGvvUrVGAAb9BVcaIjd9pqqSlw99ROunPwJfh0jOOkru3UD+opyRMaNhlrr7rBJIKpphw+Ow6m1KxE67Gm4t2jZ5KWhBJD4kI7OR6QjiL7YsiTd1sBp37NPswt5RwKk9Cy07RyBUS+vwMG/v3bX58D++EYueQdZRw4zpFqcMukKbvKxk0MJFE1FbPctX4Si3ExZkkm6AvuXzkdJbgYCO4ajTfeYZqMsxEVK5Qf+9gril3+CIJuzCGmeaDy90ab3APy46g2U5GagJC8b3RImoO/UeQgfHMeJiyOkBzX5bqScQWF2OiKHJqDoep6k+5IwAZ5BraBWqzm4q1Qq5vSbzWZUFRUgZcd6WBusiJk4B76t2jJUsKKiAvX19eg9+VlovX0kOknL1kw/ok2iuZPO/1uNS5x+UTFKjQjx76k5CDQW0eTkQ4Xxmc2NAmc9Rk8BIDWUwm2FUNSYKXDx8uPPsKc6kAAbxTtxEuNoEU2DaGdDF7zu8PeaE49FWKqohSHakYqCt2I8Fovs5j5/IuUDgAyeDEjCwSJyggpq2hOo6FTYRPLu1mQQIehRoyejVl+FmqoqaLy8ZDRGRzodd7tO5GhBDid0zmq1msUfxQSwOcsRWoKoS76+vtygvNc1pmTakQWnVqtFdXEBvlvzD3SNHw/PoFbQaDQORdDsrzshFOi+ESWNrBJp8PGgi75Dr9dzckvXc9DshVCo1AgbkSijZ5Ael9i0cIT0oEYIUfYAoFZ3B+e/Wo8eT0+G38OhjJTxCAzGIzMWwM3NDX07dWUkal1dHZ8zAG5inFjzLlL2boVJX41BC95gFynRaeL/Gsi/bzmKxyqNB4YukEQl20XH4utlL3DTIii0CyIeG4nzGz9A29iBSD17DNUlRUg/LNGmYxKnIiSiB8eV4tws+AS34YK7NP8qAGlolLpvB9MCADC1g+LngOnP4/jGj/4luTEVyKLVJL3Pybs2MTLPPhZ7BoVg0PxX2cXoQRahQYlSd+Bvr/IQZsjcxfD09UeXkeMAABf/+SWjX9r2fFSmIUPvsf2ipgDtadETZuF68mmU3riCwA5hst8lNIahUoeBL7zOaBNxiXQEq9XaBJkNNO4varW62e+jGIuJ6kWxxcfHB3fyr+H81jV4dPJc4B6NC/t4/OjkuRJ9WMh7LRYLVDYUGWlaOBIVJyTF5f3bUZKbAZWrG2sgEqLXXrz7QRah38iVTKPRwMndG0MXvI7q4gJ4BQbzvSexaEKFiBpNjpAeFH+ZxqmvwJlNn8CvzUPwa/MQ1Fp3dBsxFgf//gqKstPh7OKC0ut56NR/KPQ2ym5RXjZKr+ZI1q0dwvBbziUUZKRh77LnUXr9Cvzbd4RS5cJCuMV5WTi/fQN6T5jBWioPWi/8/73+q3YD2bTaNt2mJJK0HXoMfwqHVi5F65h+MNWZYDQa0apnP/id/Al+D3VE/xkvSpZC5eU4tvqvSNu9Cb9lpGDwC0uR/fMhRI+Zyi/+L1+uQdrXX6K+tgbDXv4r6irKcHDNP9B5+Bho/ANx+Yf9bEMldbflrge11VWS40GX7khYvhrBHTrxC0ovG3Gec0//jDbdYthBQYTfn932OWr0Ujc0KKwbe0Y7goRS0CaIbv7ZY2zz6oh3Zb90BfkouSKJtIgoDZEPKOpC6Ary4ebphU4DhuH8xg/w6OS58Alpg5/fW4ZL+7cjZsxUPP3m3b2XqTH19bIXkLxncxMeGy1KiIgPSba14rUSfaALMtLQd+o8KLSe0Ol0fG3I8/xBGjlEL4oZMxWRCUlNbMSoyL8f8ka0541NmolTW9ciLC4Rrp3C2Q7wzObVSNm9WRISClzYxLeamnhTVm/D0bWrpELwThG0LYIkSOK+7eyl/qAoC3HFJs1E7umfUZh5ESc+/wDDlvyVxekoSAOAR8AaJH+1FhaLBd3HTkfLh0Jxet27XJTe6xjouqX/sA9msxlpuzdBoVCg39w/M2Sbku2i63k4v3ELwuISkXFwBzIO7gIA3LmSjYHzX0PGd3uhgAK9Js+Fe4uWaNH2IUZxEF/b2dkZ5spyJO/adN9k6P/WvRe9n/ainRaLBQqVZJ8YFNoF/We8yBs1IE2fzm5ejVp9NbrFT8ATz70ChdZTphugUChowMQbvmg3SkmHq6sri21SLCS/exEBQlxWmjJFj5naaBMqJMcegSGyeNyqazRiJs5BSIfOMnrL9x//DRaLBb0mzYF7QDAj3ywWC7qMGoeGhga2dQXklAnSSCDax/0WuXIQ7B5Ao5NOl+7oO2mOQ/E+lUrFiSAg1ztoDmRX5eWHIQvfgkqlapLcEVceAAb86WU+Hw8PDxkdSCwSSFSUHDrUaskiz2w2O0y077XoeiqVjWJtdA3uBqG3X6LLhVar5akhJe+nv1yH05tXw2g0YtD8V+Hs7NxEHFD8aTKZUFVVxVQ0ER0ESAl1c1E2jpZCoUBVUQHb0noGhXDS7uTujbjFy5l2QVbhotbU/ZAedK8IkXH+q/V8j71sLgQajYbRb9SoEd2haBBEgx6aKAKAi9oF3t7eLLZLBRRN/f5v/c+WPXrIy8sLuoJ83Eq/AECKxQlL32Uax6Vvd0NfWsIifa6e3oiKH49Bsxdiy7wkFOVmApCmsR1iB6I4NwvBYZFoH90HAFBdWgwA8GnVDh1iBzSxXKcGyIPkxmIsBsDDD8qN+01/AS7efhxf6Pdb9+qH7COH0ePpydC2CJL9PeVthAYRY7FCoUBtba1D2oyjJT7PIqKrurpaRgH0CWnDtYnBYEDsRKnp22/Ks/AObo0bWZdxbPVf0XvCDLTtHHHX76PGFKFJRr+7SdA/E5Zts6yvr5dcZA7tRo/hT8pyY3ukgpubGwqu5ODyvu3oO2k2fELa/q54LNYfNFwAGnPj5F2bZDpQd1v28VhXcJPRc8m7NuHkpo9hrDEyrcXZ2bnJ/knfSc3r6DFTmJ4W3KU760n8T5ulWq0Wd/KvMcLfr3U7FovOPLBTZjlLQsWEhhcpf/c6Bvq981+t5wZh36nzJLechoZGB8a4p5Dx40FGpyrdNGj3yEBk/7APCoUCvSc9i/NbP0N5/jXAKj0o7Xv2Qb/pL+DU1jVo3+MRnPziI4QPGYGg9h3hTc43/8vrv6pxYT+hP7RyKYvV+LZqi0HzX8WptSvxy7Z1uJl2DkXZ6eyGUXY9F2169oVOp8O57ZIoTYOpBv4PdUZRdjqOffwO4pd/gpAOnVFdXY2ia3m4eUkK+i4uLvDx8cGhz1dxMjNw3iuIGi3BlavvFEn8s2+2wagr48KZ+IVQAB4eUleNOuNkRxcWl8jHWpybJXNQIGhPQUYauiVMQI/EaYgaPQVqtZqTQEASixSnXkqlkpOkvpNms2jQ5nkT0KZbDAbNXtikaNMV5OPoulVsZ0kKvAT50ldIopf2WhnUeCBqhrXOBFcPT5iqpGMjKKGjJduobMHXYrE4nIZTUI2dOIthU3RtSAypddcohET0YHVqfUU5rpw/iWtnjqDXuOnwCWmDjJ++faBGDtCo9xAS0QNubm5Q2ri8VFAQreJeiAtxEyW7zjNbPkVNTQ08570CX19f1NXVIWLkeBRcSpY15xwtOu4Le7fAbDaj//NLUVNWjDqjvgmX8/cs0SGkKDMV9foKaH0DuFA1mUww3CnCxX9+iQEzF8AnpI30XFeUNUkW7K8DQVOjEqSudK9x06HX66FUKtF5+BgZrLyuogw/f/ERaqurOIAPmDoPThaL7VnNwKk1f5c5zIx662NZ5x2Qnqua8hLZpPpBIan/txqX/YReFNXqnjgdLhp39Ex8Bs4e3jKufMqezbh8cCcAIGbCLGj8A2UigKk7PsflgztRb6rhBmZlZSXrNwCNjiHi/aVnsUO/x5B95DDChsThyokfWT/FbDbzHiFOOKiZSAKi9vG4pqYG7t6+nAjWVlexIJqnnx9ibYkUQd9F+ogoYkrxmFAGZrNZ5qAixjt7sS6gkXN8J/8aqspKER43Bn2mzodHYLDD+0IilkQTIWTM3RApAGRUTLK1daTzIOoO0aKkVUTh0FSSHFxIhFOn08HZZJQcLOISoWzf4YH0Hgh9R0g6etfFZpq95aG4xGSbkDoifFihUKBrwgR2K7JvjjhahIggoWy69tTAaA70+l7LXFmOQ68/hztXc2A2GjD8lb9xw6X4+hWk7dwA1JslN4Y5C+ETGMLNGKVS6XCyaD+FFSeZUaMnS64BNhcCUWDREUWoqqoKZw5I7jIA8OicxXByckL/GS/CReOO6DFT+VkEpP28vr4eJpPpng2m/1vNW/YT+srKSpz+ch2KcjMRGBqO1t16InXfDhbqI82Kelt8qa2qwN5lz6F9z74YPHcRfvh4BfRld2DUlaHkSg7v50fXvofk3Zvh4i7pprSOjMbTb36IQyuXyizX/do8hODOkWzD2ZzcWBw8BXeObCIqqFCpERaXKBVsw5/k/C/YpmmnVCoRNXoKznz2V877k/dIeRtN7cVYTENPs9mM8vJyRqPZvyeUs9SZ6tB9rORe5O7uzpogocOehmdQCAbOewU+vr6ye0LPde/pL8JQVY5f3n8Thkod0r7+Em5ubmj7smORVDE3Vmilz9D4BzKaRlw0jIt5ahLS7WxrGxoa0G/un9nilWyIzWYzzm/fgLTdknOFxtOba6nmNnIAecPT09OziWAsOYb1Gjf9rp/hKB7/slMS5rRarRg0fT5MJhPCRiQyhfhe8ZiOW+Xlh2FLVyHt663oNV5yOaEG+/8E4aVUKnFx90ak7d2KWylnMfHjrdD6BuDk1tU4vXk1ck//DJ/gNqgovIWEpSvRqlsvfi9rampkQ2b760C22RqNRPF/dPJc1Jskm3AxN275cCja2yjwfdt3luoIlQqjlqyA0WjEzfMnkLx9PTSe3uiZNBsuWneE9h+KK8cOwWTQ4+c1K9E9cTqyD+1GYeZF3Dh7lOm2gGP3t3/l+q9qXADyQvnkpo/5xaRJFvmnRzw+ktV0SZQsIn48i0tRMR8ZNxq1VeX/H3tfHhBluf3/mX2YGYZVIBCXQhIEXBBNzb1NVKzcALfcLbXStM20xerertlm3nJPLURNyyXstmhmroQosgXuCoGyDsMw+/z+eOc8PO+AaLfb79vtev7JFGbe9TznOeezoDTvFL5c9ARS3/kECh9/5OxKQ8W5QgRFxiBh3EwAjbZ9XUdOEMSqfAS48rdvvwQAMFVXCjSK595ktpqHP12FwxtXQuGlRb/HnxNBdx0OB/xbt8XYt9fhyIYPm4hWUmIOiYpDv2nzINXqmXAYz++il5mEfMh+NHZECsIiOoo4h+VF+YALUGp1aNtrAH75drcoyQNiTYTq6mo0NDRAqhS6sM1pZfCCpxdPHcf1s4Wsk99S8AiEbkljcSU3GxEDE5tNSqxTqfPFqLdW4+hna9DpvmHI+24vE0MiSOPBde8jtGMcTu/agvKiPJQV5ODX3Cw8uGi5yCP5VjQpAIgUg3/a/DEGzH6BFap+fn63hLig5kfCqEk4sHo5LPVGxA1PRtzDqY1TUFMdCjK2Y+hzb6Lo4L9adJnhpykEOTv82Sqc3PkpEkZN+o9AveheV106j63zHsPElWnwDg5jiz0pxQPAIy/9Az4+Pti5fAkyP9/Y5BiYxTHXgFB765lzgY+3L+6ZOg8AmKCgqaKM0ZN46L1fWBuO27mW6WZcyDqC0vxTOLbpn+j35GIAEMGjef/1lq7t7bj18Jxwkw5KyNxF7B2hDZHBYEDM8GRY6wX6QPSwMSJHieqSyygrPA0AIqFF2uwAEG2WSExRLpfj5N6tOJG2GldPnUBp/inm6AE0atwQbJN3tEgYMxkmkwnhPfpi/4o30PnhcSwfu1wu2Ow2USHYeUQKuj06Hg6HA3EPjxNNtel60DTaarUCpjocWve+W0Btvuj9oam4xWKBUqlkE3rSCaL/0jlXl1zC5jmpuH6uEJ2GjoZXQFCzudJutzNkCgnAEW2hJbcNPh8PfvKlJpahFLyiPE2SiBJBAo319fUMBUNWoPQzTqcTRzZ9hMwtawAAIXNebDKpayn458LHx0c0TZTL5YxLfKPilIptLy8vhk6hxho9F9qIjkzw2xOO3NIx0bNMa/KNGvG/NTK3bWB2daW5Wdj/7ssCRUTrg5xdacjZk85+Vu3dKGRuNpuFZnszRTLdX5rCks6S3W5nNtbEw+cdbpqbGPr7+2PwtCehVqsRk5TMUWp9WF6XSCRMtZ9qoNuuTv+54JuW9fX1iB2RAqlUCrPRgMztG5lte7eHG13YMrdvZK4gFRfOouLCWZQW5KDiQjHiEkfi/IlDKCvKg7HqujBocPcxrUaBjkU1QvSgISg+vB9BER2h0uqYSxMNrpqrjakJ4nQ6cf+C1xHZ/0FkfZmGktxsmGqqBVHBWQtRfOQAIBEQC4c2fSTKx7rAIHR/ZBxOOJ1o07MfsnduZvpKcYkjmR4AWbrXlZfgwKp3WD72Cw5jzzSvA8TTvQ5/uppRzVU6b+YGRRSNwh+/xbClK6G5s2nNS59prrqOPS/PRVlBDuKSktF19GQm7txceOZi0tJpLt9T/bnv7ZfQf8qTKMnJxL2T5uJC9jFEDxsrysX8n7s8Mk64l2YTstx7qZ5Tnr6lRi0FbcZpPSMaGNXG5BimaOEd5/MxUQu7PDoegICOpD2fwWAQdOo47Z7mgqdyUm3scrrYd/wnaGmEuKk4X8hqY35ITPSsvW8twpxtBxhyhhoX/DFQHcvbxvMuYYPnv4aGhgYYykpwZO1y9HfrwdBz60l/VqlUGDhlDtRqwXxC5u2L/k88D4fDgfNH9iPH/X6otN6MkhMzPPlPlY//co0LCl4U5/Dqt5EwZjLkXjqR/Q6vphs0d1ETSgltdowV1yBVKAUf3uUvwz+sDTr0fQAAENnvAZz+8jO4Hk6FPjgMPac8zR4S6i52T5mB2soK1Fy5gAFzFqF15wS07pyAuro6RD70KEwmE/M7lkqloiLH6XRCofPF0EX/YFBP8vC9u/+DyN73hVAIePsy0TGCBVIBQAJnpAp/NG2tCOaqDwzB8NdWIPOzVY1Q2I0rUXz0IBNwTBg9idlk9pv6NKNY0LF2T50Bra8fBkyeI3SgueRPCVzt4wdzbTVCouLQqm0EKi4Uo7y44IZuG7zw6tG0NSgryMGVE4fQZdAQkfovFTxMIE3nKyRDhQJRSi9kvDIXgIAGkStVQhc+Kk4QgxyciL1/FxpBBRnbce+EWQiNikNox7hb3rzmuxWDQ6LiGD+RhymTmnJteSl2vvxUs4gWT/EeQBAuDG4XwRxFCFZHqBWmmOUR1SWXGJwzODIaHR8YgQMfvglzXa3wA02HpP9WDJwxH1dOC9DPsqI8HFj1DpKWLGfFbdyIVEilUvQeN6Nx4un+bovJiJ1LnnI348ayJlzC6EmIHzkBdrsd8aMmiZIvoWqIo89D4pvT6eD1b9rF98LOl59CxYViKBQKtoGSSqUwlJUgc9sGxNw39E/D4fsrBS8SR6FUKkWCwSqVim10Hnr+bwAaobcKhQIOYw3+9cYzuH62EBr/QHQYNBQmk4k5gDCbOLfeCU326fP7jJ8Ba70Rxtpq+LaLQIfeg5C5ZTU69HsAhrISHE9fh7sfGgltqxBYrVZGRYLGGzHDk7HvtXm4VpQLh8OBAbNfQHzKNJzZnY74+4ZC7x8oysX+YYKmilqthsPhaJKPadJus9lwbNNHrFEnUQhwWUIi8JB+fvoHiBtu1ppKfL3+PRirq9jmVa1SM0EvcjQhzQVe5BYA0xapLrmM4xnbMWDy7JvmY14jg9AShB6g76F8TOcKgFnX0vd6blBJEyF+1EQolUrBfs8NM77VgonWMIfDwZTyKR/z7/6NEC30PfQckdMGbfyI7kINOWpwNNeAYKLR7qaMw+GA1Wplri7/qUKwV+o0mI0Glo8rLhQDLuCh5/+GLo+Mg73BBHN9Hby89YgZnswaRgCYgn5zzwivi+Wph8G/dy01LShISJuuC8/lpsYcNVJamjzejt8XzC7SJogUdksai8unM5mDAImkkwubxWRkzQpyBuFrY0ilMFZcw44lT6J99z4IbN8BFReKEdi+Ayz1Rux8+SnABZQV5aFDn0FCHnEBZje9GQC8fHwR0OZO5kJ2YNVynDt+EABgMtTg13NF+NdbLzI7++qrFwEAB9cLooInd2/Fj2vfQ7cRY6FSqRAeF48vX3sGxoprOL5tA8qL8nHx2A+4d8IsuGyN6DxjxTWEdBTqNqqNKR+XFuRg2HNvIPe7rxAzPBm+oeHC8XC0RUBwzrK6GzBdhzyC3UufYdcNENDcBRnbEfH8m6xuJe0KQkR9vXQ+yn85g5CoOMQMGYlTe7bi2MaV8Jn7wm/KxQKNQqi/nS4nEsbNRMKYyQzJcnD9ByjJzcaF7GPoOeVpUUPWMxcHRMXCL+xFVF65CC9vH6Z/EjsihTlI3Szo2Hgxdb42Jhtoh8OBmpqaZhEtfD4m5FtgeHvc//QSVhvT4NJisbQovGy320X00aw96UJN7XLhnqnzmkUQ/jvRXG08cOZ8BLS5E1VXLqChtgYavwD0n/oUMpYtFiFnyDGE1lOipzqdTvSe/gxDB+9fsQZRiaMRcmcHeHl54XjGdmSlr4PGS4Ne0+az3NrcNfUUHK+pqYHJZEL8qImATahV4kdNgj4kDH1mLGBrw59F++3//gj+oGgOeUHCK7RQ002gAkStVgvdRrMJJ3cLEwrys3XaBHGpqkvnUPDdHsQbDVCovHD2hwxk7diMhoYG3PfUYlbI8Z+rDwmDT0gozv6wD/nff4U7OnVlqAhdqztw78yFIstLChKdI6EXBqPU+yFx4VLU1taid+s7YSgrwU+rliFuRCo0gcHs5aXJI30GFc+EDKEuWm1tLRR6f/R/cglDZCg1OrTrNRCF3+4CAHRPmYFgN2SXJnOGshIUZGxHt5ETENw+gkGTfvzoLVHyD2hzJwAITYuOcXj49X/C5XKh/HwRyotyb0hR4V8uolt0HfIIo9Tw8F2yy6P7aDab0VB1jW12wmK64qF5LwNwuSF2jZtTohdRg4RoHzdqDHgGHduQBa/Dm9u0kBuI3MeH+Y8DEFn3ep7rzpefYn9nazCJhI06DR8Lk6GG8USB5ukMR9PWsn8PjohC4be7kL1jM2IeeoShEv4T4RfWFhNXpmH9jFGouFAMi8mIuro6ptrsGxqO4c+/yfQ5rFYr4oaORqnbq5x/RhhyaOrTUPj4CxN69wJHybeuvAQnPl3NhMPa9hoAk8mE6MFDcTRtzU11KQgy2WX4WLZxMJlMOL75Y5F7ye34z0ZzInH8xo2H8vObQbJANF4rxe4lc5mzk7HiGs4f3o/QmHj2rtFGiqY5lVcuCrlp1ERog4JE72DnpBRkblmN0rxTyP/+K5wxNyBnTzqqr5fjvmeWNinkSMQrNLoLIvs9gB9W/g1118tw9od9sNYb8ehr77NcDIA1UACIiinKxy6XiyEd4kdNhNMqiBdGDR3NECa0ifO0wSMUA7mJaLVaHHYLfnZKHI3YYWOhVCkxeNZCOI01+OoDwSWFBGobGhpYI5vXEHA4HMhKX4Pcvdtw+efDmLgyrcm7RDmKIKu0seSpFHxzhc/HpHPBq7uTvga/6bfb7YIif1AQfN2ojd8CTQYaLW15VANvTUcIDP5Y+ekhPa9E26GmAzXbKJdptVphWueh48IHfRcVxITeoML5PyU86RfWFo+++j6uXzrPUDeQCBanuqBQDJr/KhMnvHbxHPb8/UXcO2EWvPR+sNlsTECTR1hIpVLWHKOJKb2zfn5+jJvtdDqZACJNMG8WcrngykaWf2SLyvPs/yxF8l8t6PnOWP02Dm1YAXOdAaQaZDEZ2UaKRMczP9+IuMSRkCuU8A0Nb1Ibw/1+ABJkbt/IBNcD2tzJhjBxiSMRFtMV0YMSRWLmhHowVlwTftYFVF45L3I8qLp4Dqe2rUdZQQ7Uel+YDTXwa90OMoUCJbnZ+HLpAjbBBoBHXxOoKdTkcNhszOZV5RuIwfNfYwK7ap0eUUPHQOUbAJfLxZAhFlO96LMvZh3BuHc/gXdwmMjCmXRlSHuOFyUNiezErkXXIY/gm3dfRfTQMVD6CqLSJBiasysN5b+cQeBdHdE6ugt++W438jM+BwCUFebctDa2WCyCI5XbeYdvvjilcjw4/5VGCv3gROS7tfpc3BrcXC4GhByuVCoR8fyb+ObdV3F440rYbDaE3YDC4hnUwNZqtTAajU1rY26fBKBZWphnPqbga2OJRAKVSsXyPdA8Oo/WT/rc2KQUwYVs5EQR3e33BtXGG59IQXlxPlwuFw5/upq9DyFRcRj37kac2Lqe0Z9GvbUaCp0vAIjW0/CEvricfQwx9w2DTCaD2WzGsU9XI3PLGrhcLkS8IAx6uo2aCLlcjpjhyez5JC2pm+VSGgr6tr0Lg595jYnV80OO/2t6CB9/+VWBOpM0ZaDiiBZq4l3RVOfkjk3IdnvfMo9rd+dUpdWh24hGGN2JtNWIHzkBPVJnoOvICQLszmxmarIqlQoKhUKgoQxLhsvpQuyIFMbHJgpA5ZWLyN65GT2Tp0Af0poVtcQ3JtVZQOgYGsqu4vDqtxGblAxtqzuQuycdWVvXQSKRYMDsF5qI4NBLzyyC1FrBjs09MaHPJkQGPxmJ6Xcf22zQQyyXy6FWq3F071b8nL4WAFgjxW63o+OQUbh2+QKunhRgUd6BwYwaMvjpJVD4+EMul+ORNz/CniVzBei2W7+jOV2J6pJLbCKfvz8DrTsnNLHBVKvVohfUVFGGz5+bwRSjeRHIG29OhaZO8bGDKMnNxmfzHrupzgV/bL8c/Bq9IzuxSTFv4dYrdRpqy0px7VxhE60L3u3EUm9ki7NKq2OJ3+VyMc9mUvu9kWZG9KAhjDMKACVnTgIAvLybNkx+b/iFtUX77r1RcaEY184WwlB2FQqfAIb0MRgM0Ov1jDeZ869dDPFCHNZuScmCVdjQ0VD4+DOIP2/PWFdewuhMBLczu5uHhd/uQtaOzcxNqLn7VV1yCbuWLkRZUR4yd36Kfk8uZhC62AeSUJKTeVPXl9vx+4MXiaOCifIGbVopFxM39nj6eiYoO+y5N5H73V7EJCUz1XUSUeOn6flfbUPmljVQKBTwmblQcMIYNREWiwUOcwNK804h+O4Y3NlnEH5cIeQ64vkSpYCaB7FJKZDL5RgweQ4Of7oK2ds3oNVdHQG4kUMvPwWn04n45OnQtgoB0FiUEvKOz8dSqZRNqlu1vQv95i5mE3AqJHl7WF5kzGw2s80zbTITxkyGw+HA3Q+NhC7oDigUClRe+AVbF0yBseIa7HY7+j/xPMv3EomENXokEgnKzhcjd286rIYaAMJk9Ea5j5+U85oRSqUSTqeTcaTp3aViRyaTibQP+A27Z9OAd4ChvFFVVQV/f/9bEsjj3YZ45xBaG2jKx1M/PD+Dimxq8BAdh6Z+NDH0bJA197yTiBx9V22tgHxrzpbw94bSNwD95izC4dXL0I2jZACNz2QBx3Mf/toKKPT+IgQPj7ighhP/bOr1ehGiiRpDVPzyUPDmzo+uL1GdWLPKfR9IOLYlvZXb8fuDamOz0cDQmdfOFiInYwfTUCM9KkjApsfAzWvjktxsBLS5EyGRnRg9pCQ3G7uWLkB4XHd06D0AYTFdYTXVw1hxDUqdN6zGOhQd/h5mQw37vdKCHJQX5yO4QxQSRk3ChawjMBtqENGrPwCheRIcEQUJJCgrymP52FJvRMcBD+Hy6UxUXCjGnb0GMvQq5WLa/NO0ufLKRXz12gKUF+ezejU4IgoyhZK5Tgx77g1RPj627l0c3riS1STUrCgtyGHXasTiZcxy1lBZwWiqhEbr+ugEAfVmteDnHZuEzxgyEqWFOSL9juEeLh9AY76j5qNMJkOn4WNR/etVXD/3C6IHDxUGefBl+het4xJuiI5qaXMaPWgIio8dRHiPvox23lL+4o/NZrMJ9PlmamOy6+X3PPxnUC5wsgYZmGX68c0fC1qCPgFQKBSounoJuXvT0X/S7GZdSvgmel15CbJ3bkbciFT4hYb/xzfmfmFt8chbq/Hj2vdgs9sQ2WsAqq+XQyaTIXLwMBza9BG6DnkYRYe/F+hKq95BvycXszqGhhVXMg+hrCAH+fszkBAYjGObPkK7XgNht9vRffRjANDE7hcAayBTM7ilfEw1GK17VBv/WXPxX75xwU+JeN9gmsbQi0VKuT3GToGtrgYV54vQLSm5WU0CHkZntVkR88ho+IW2Yfwq+g7qmkkkEuhDwtD5kXE4tfNTxI1Iha/7RVGpVDiyZjmyt2+ARqNB31nPwuFw4Ne8kziy6m3cO3kuLmYfR+wDSSg8sA+xI1JwZne6iOpBHTYSp9FqtYJ6eU0ldr6zBHABccNG49TXXyBmmKA4DggPtlKpZFBaHj7KBxUUfEGjUqkQP2oSHA4HooaORlVVFVwuFwxlJcj/ahu0el+YDUKBVlN6hXXnC7/dBfywDzHDkhHcPgJDlryLo5tW4npRbpNmAW3oTYYaYbMb3QUxw5OZGB/fePHsDDbncnKj4PmCfWYswIOLluOrJXNQkpuNTbNTm50+Ao2WXURXiBmezIo3Tx6gX1hb+ISEImffDny59BmRQwzpOhCcDwATP6UikKawvGezp4AoL6BKnFEArChpznL2PxEDZ8xnUNPMtNUYPP81JsBE7xjB97o+Kui/xCQlw/eOcAZjuyOmG3P4IAoBAJgqynFy3+ew1hsbrXbdPFhqHvJc1Y2zUxAcEeW22G2cUvAoFJoKkn3qKbc+ycld6S26vtyO3x80ZSa4bENDA7vXJMZHFAcSMyR7Z3Ik8rxHPPcYEDb38aMnQa1Wo03P/tjz+gLmKNNzytOov14Gp0yOuIdTkbs7HdfPFSIkKg73Pf4s5HI5m9YTuqyhqgKXMn9CRtV1xD2cCpfLhfa9B+Hi0QOwmoyM3yxTeTH4LSAUV54CpRaLRaQpwU+AqGGh1+tFawcfzeVira+gN9DQ0IC68lKc/vIzXMk6CmPFNWj8A9Ft5ERRg5oQH7Tm5X+1DVnp6xDcIRoAoPENYIU6b+3MNy0kEgkcDkeTXEyIDvoZyn/8RP5mBS+vIK9UKlF19RKOrH0XNVfO49FX3kE7t3OBZ/DHR+sgwZMJteLj4yOa8vHUIso9NG2ioOIeAEMd0Of/5G4CuKwW5Hnr2aSaL7gplEolE6AklMF/OrRaLc4eyEBZQQ5O7kpH0pLlqLtWiqztG9GmRz9cyTyEiO69kP/Nl4Jj05dpuGfqPBGCh9AQBoNB4N+7EXTUtKDnjpoVBHvnn2VqNtG15uHKvJtM/fUynNm9BX0nPs6ebWoMtaS3cjt+f1BtTLUsITlpLWX0zVECRTgucSSs9fWo+fXKLdXG9HlEDyFkZVlRHrL3bIXdYobGT0AfaH0DYDXWwWyogS4wCCMWvy2id6q0Oqh1elRcKIZa74sLPx/BoCeeh0ShQtwDI3D6q20Ij+sOSMDycVhMV5iqK6HxD0R4j76i2litVqOmpgYul4u5OWTv3IzyYgG5ERoVh7v7PYC4EalwOp04sXV9s5asPCWdtOc69BkEQGiqlBXl4dOnJ6G+8jr7Hb6Z6HQ6oW0VgnumzoO1phJX80+hrCAH4XHdIXe7b7WK6MjQeJQ7Kb9QjVV/vQwnN+9AzPBkKH0DoPYNQHlxPi4c2d9EVPHfzcX5+/ehrCAHBz94HUEdY9Fr4my0i4694WaYcrGpohwnN3+OnslTmaizp9OTXC6HxWJBbW2tiDZGuZgNXdGoY/W122jh6qkTSHr9QwS074Cf3HQJmVQmavTwzVJqRGft2sJoIoRa+E9HWERHKOQKnN61BXK5HP2mPY2cL9Nwdn8GTu/egpKcTPiFtkF5UT6cVgtshioc2vQh4h5OZW5lXYc8zAZrmds2MMv2AbNfEIZ67vvJN58pb8tkMrbXbSkfe4qYxz6QhKKD/2IIoT9bLv7LNy4o6IZR04KmwDws2GQywS+sDfzuaI3cr7+4qX1laaGQiFVab+Z57OfnxzhUFMSlL8zYjuztGwTe//Rn2DSaRHj6jJ8Ja00ljmxciYvHD6HyQhEy3noBxoprbLN6+qvtSHrxLWDSbMQkJUMmk8G/dVv0mbFAmBbWVOLw6rcRPWgIW3j4Yy05lYmkpR9CHxLG9DRMJhODWxMHmUcv8FBvgv9qtVq4QsNx78yFbCplKCthXD1eE6NbUjKDFwJAZvo6lJzORNJrH0ITGIz7nlkKidmIz5+bgZLcbPxrxd+h8/OHtV5QnOYdU+R6P5GDANAoNieanknoPxLcjPJBGhRmowHWmkoEhLdDcMc4VJz/hfHTALEDikojFJ1sM/3qB5Dr/VBbW8uKOL5otdsFK8RzboVr3iGGn16QF3O3pGQcTVvDrLzIVskvrA3GLluHtPlCw+TAqnegdhfMJPAJgG3wdyx5EkBTt5f/dBDUVCqViqhXZI1HjQufO1qjz4wFaGhoYJ1vog0QbYkEhIzXSrFv6TyU5p1qIr7ZLl4okNQ6PcxGA4wV10QK44CYksOLg5HmR7eRE6EJDIbJPWluyeHmdvzngt84kic8PTc8p54KFU1gMPo9/txNVcIpj2m1WmiDgtB24VLsfWsRg92qvb3Re/oC6EPCmBhVwpjHIJVKET1sDGTevk0s36xWK376+C2UF+ejvDgfCm9fDJwj8H6N1VVw2a2ISxwJhZdGyE/uopJyKWkH8BoVdF68HlFN6RUc37mZuWjwbhOe+bi5XGw0Cs9u3t6tyN6+AR0HD4dULkffJ55HYJv2rFjnJ+i05pGuU3hCXxT9+A069HsAJT//xKydLRaLiPpC76vZbBbpJAA3yMXcv9N60lLwiAgvLy8UZGxH8Q8ZAIA9f38R41d/wfIG6SHQ51PDxOl0wmg0wsfHh+kl8MfjKRrHUyQ0Gg1rnPHXm9Z1vulEVoZOi1kkBs4X3PQ8KJXKPxRtAQB15SUoLxSoeJAI1ztvz1ZkblmDy9nHUF54BpezjzFNptgRKSIaCDVl6HmloQbdT177wpM7zaOp6DOoDuLtfQlJI5PJcOTzDYJYos2Kwc+8xjRF6Hduxx8fRN2gpkXSon+g+PABWExGhHaMY82AvpMFrbDCg1+3WBt7B4dBolQx21Nas8e9+wnT3rJbzFB4aWCqroQuMAjBER1RffUiNH4BMFZcY3b2AATHEreDXfGxgygryIHZUIMf17+P0SvScXz9e8jcvlE49hffAgBY6oV8aLdaUF6UjysnDiG2/wOsLuEHXUR36vLIOEgcNtjNDVBpdYgdkQK53g+22sob1sY8ZYOnHB9YvRwAoPELQH3ldQS0j8Qd0V3QZewUKJVKKJVK5g7RaFMcjgcXLUfu3nQ4rVaUFeVBG9AKI15aDn3rdqi8chGHPv4H4kdPgj44DA0NDez9y9qyBqd3b8EvP32Poa+uQNyIVDgcDoQn9GW1TlBQLICmzfCWQqvVoubXKzi0eSVi7hvKhmsV53+BSuuNgPAlAMTvKn0+5YlT29cja8dmnD16AMnvboRC5yuqjcl9peOQUdAEBovWSmqOEq2R9Ozq6+sRPXQMio8eRGn+KexZMhfj3v1EcNlwOphmCa2xfLOUNvgdh4xCQ0MDo1j8EcHnY6lUirw9W3Fk0z8RlzgS2oBWKMnNRlCHKAACaikrTbA3ram4hmGLlkEqlTKnw+x9X6DroxPgcDjYntFkMjUrvsmjBfmcTvmYHyqI8nH6GmTt2IxLP/+E8qJ8mM1m3DN13p8uF//PNC4A8cJqs9lgKC/B8S3r0GPsFPiGhgvcWM6usSUtgKNpa1GSmw1tQCvcEd0FXy9/GX3Gz4B3cBiUSiUr7nQ6HYxGI6quXkJ9bQ0SRk1Cv8lz4HJbohHEp++sZ+E01jCXhKj7h0Ol0WDA9Kdx5XQWogclYvOT42GsuIbvPvoHpmz6mhVHPH/3m08+YJwpgq6Fd+4udiN55UkMWfwuNIHBTI/DarUyzj/POXMaa5jtkl9YW1Ehp9PpRAXx8YztKP/lDEML8BtlWuSqSy6xDfupLz5FzylPC0nbPwhjl63DwU9Wwmw04PDGlYyG03vcDKj9WzHhNqCxACa6CBXLlIB4FMCBVe/g0dfev+G95DmXap3gZNF32lNQewmOLC6nCz/v2NTk9/jNtMtLJ1J2JugedSnr6+uh0PsjaemHyEpbwygSJ3c1NnRyMnag7+S5Im0WsvKiZlddXR2g8caDi5Yj/6ttQnPHXTD3GT8DJkMN7HY77nv8Wfy49j2GdGnO7eU/FYRmoPtO9BagafHJCydRw5CKCT65arVa5O3dxigCLYlvNicipvELQHhsPDKWLWZNvLKiPMiUSqb5oVar0GvaM5BKZX/YtbkdzQdPM6CNsdlshlwuZ/oJwK3DxqlYun7pPIr+tRP3TpgJv7C2iLlvKM4eOQD/dneh78QnIHXnXX7SO4hzOOH/SwXUgCcXYf87ryDwzkjckzINer0eP2VsZ7an8SMnoP+TSxgc1lNLwZMaQ99BuUKv1+PAzs1s+iNLSkH2zs3oNnIivKNjm3jYN9fEoFzcd+LjUKvV6DRsLKPk8RtMfmpC56cJDGYQ0xC3/pJ/WDhydqUhLP5eFB/6BnEjUhHU7q4mlnk8X5gaIuQ0wQe99/R+t1Qo8o0tiUSCAZNnw1wj2C4OmrtYhIbgG0FUwNE6wUNgPTm+vKAdTanoWaNpH9EmSFOJzpXsxm02G6Re3oLSvqEKKp03s6RTq9Ws4JbLBbtRQiUSQuGPCM9cTA1zs9mMNj374eLRH9Cu10BcPHqAod7oGpL+Bq/JwQvcMueuG4hv8mgq3vaQrpXFYhE1cxqqrjEaI/08Fd2AeK24HX9s9EqdxmrGKzlZAIR6JG7ISKh0OiSMmiS4c+1Ov2ltXF9fj6jE0TAZaiCx23Fg9XIMnDEfABDeuTt8Q8NRU3oFgx5fiO8/+gfKi/JRcekcczQhsfTP5j0GY8U19J08F97BoaiursaDi5bjxMYPUH3pPIY//zdotVrcO2EWcvftgLHiGr5Z8QaiBgwBXIKGVsLoSYjsM5iJWPL5mJCXJIKsCwpF/yeX4PDqt5kYolSphvF6GQq+2wOX1cKaa0DTXMw3MQbOmA+1To/oQYnI/W4vohIFl6fmGn6Uk+12OwLC26H3tGdgqijHldxsXCvKxS8Hv0ZC8B346uW5qDhXiPraagx98R8sF9tsNsgVwudVnCvEqW3rofX1Q8+UqTjx6cfI3vkppE47IpYKqGKdTsfewbq6OhH1xTOo8Xl440pIpVKMe/cTHFj9jqAZmDJNhMjig99M2xqEhkF5UT6OfrYGPac8LaqNySwAEBDP1LTnRVAJDca74uiC7sCQJe/iX288w4Z4EqUKMcMEgWyi3DudTnh7ezNNHlqDta1CcO/Mhcxa9I8Iz3xcW3YV5zN/AgDUV16Hxi8QCeMeR2leNhJSpuHnLYLWGp+L2/YagHMnDiG8R1+BCvj4c8LvuxGDzYlvUm3Aoz1tNpuIKkpDFYPBgKqrl1CQsZ3dK7/QNpArVYjoe/8fdm1+T/xPNS5oYaVkc2jXFmRv3wCFQsHcQDK3bbglccZeqdNQdPh7lBfl46d176HyQhGkUin6zFjAbHXIbk4ulwuWZLvT0SN1BlMn5nlm1ppK1rQIi+mK4c++wTZqsQ88DACI6DUAORk7ENCuA/PrZZNBDmkBgInweIpQErXh5I5NGDjnRbZZpKBGhNVqRUPVNYaCIM5j/v59rIlRV14iamoMmDwbKpWqRVcGv7C2rDPdY+wUyDwU43tPfwaGshJoffwQP2oS5Ho/qN0Ji9Ay9CLyVm60USaRP7+wtmjTOUHotuf8fEPnEgoS2IwelAi5XI6wiI7wXfA61Go1LhfmwdRggtNqhlIpJFuFlwbdU2YgNOJuyOVyJhxEMFtKtBQM4h0QgMHPvAZrTSUytwlWoZnbN4qaIPR8AUB4bDwOrn8fXYc8KnLVCAhvh0FzF6HsfDGkKjWiEkfDOzgM9y94XRAsUijQ4FbtDmzf4Q+jifDXbsiC1yHRNmoWkDsCv7lRKpUMpk7TBoIbk2igUqmEVqtF9KAhKDr8vVvc9cbvIt1XKrSUGi1K807hh3XvoTTvFCvICAJL+homQy0qr1yEXH1jK9/b8ccEv7BSzuEdNGgiwOCmN4EqUqFz+svPkL19A2QyGRIXLkX+/n0oL86HXKVCQ9U15G7bgI5DRjHba4lEgsSFS0U8XP49UygUiOo9ELH9xAv4gMmzcfnnw8L00N0AoOKB9Hao2eKpyE2bMzo3g8GAqMTRAAR7t2Nb1jIb4YDwJUx4zOVyoa6uDg0NDcwi1bNo8Qtrw6iRNxPl4tdD3lGCrIEPb1yJ0J8PozTvFORyOULmLmKbVz8/Pwa/pcYxcWOpSOKhzTqdjl3jW+FH0xqkVqsh04YhcfE7rClBDQCZTMZoNdQsoTzLN0iokcQHT7mhiSc1Y/jczf+XUCA0xaM8J5fLERTRkYmJUnjSUaiJSyijPyJIeLv3uBmQaPWoqqqCQu+PQXMXQSKR4M7ufWA2m9E6rjukUimUSiU7VtKXoftEgwAS0G1oaIBKpWKIiOaCzovW5oCAAIZU4Zs/CoUCJ3dtYUV9fOp0puXlcDhEtsa3448Pvi7jEQPXzhWirCgPfSfPRf7+DGRu34geqTPgHRx6w8/SarXwb90WCi8ty2NqnSD+SJbv3oHBKD5yAMERUULjwk0HGRg8X1SnhsV0RY+xU1iuDAhvh9TlG8Tvj48Pq40BCQ5tWMFQrIDwTkh1PjfMx4CAXqPvoFzsslmQuWUNAtpHCt8jAdNV6DVuOqxWX4bU4ms+/th8QkIx7Lk3fnM+DgiIxqN//xhndm1hovEVbscoslOmXOzj44PBsxawRp+l3ogjm/4Jm6kRvSSBRGRIQHoTtM61lI8op/QYOwV+YW0xcMZ8HE1by3IFAFEuoTzH1jt3XRUS2Ql9Jz4OhYcIJtW6PcZOgVQqZfcHaIoooM+l6yAJb8fsyXnR+oFzXmSNDzpGEiY+vHo7ujwyHiq/QMhksj80z9C1i3tgBA6sXo7LpzNRXpQvOBd26iKgrwtzMGD2C9DpdIhPmQ6lRoeY+4bhp1XLEDsiBZeO/oCyghxcPPoD2sf3ZusgoSRaCj4fq1Qq1JWX4uSOTQxtTE283L3pyEpfx94bupbnfvoOgZExf7om8v9U4wIQK9z3GT8DABCblMIKQ9466Gja2hbFDAkeHxTREXf3vQ8xw5NZciQKBgDG05bJZEwPwsfHp3FjZ6gWNS1upMnQK2UqKi+fR59xM9mLXF9fL1hFvfEMytxuDcwCspsYykeim3v+/iKiBw9lnVaXy8U6k0qlkm0gjn+2RrThI+pJ0eHv0aZzAutqm81mDJq7CHa7A+Y6A+uw36hRwE/Kj659R0hcOh2buITc2QEBE2bhePo6tO01AEe+3Q2pVCr6TGoUGMquIjNtNUyGGii9dIgYmIgrmYcwYPJsDJwxn6E7WrqXnuKf7eJ7iaal2lYhGDz/NdhqK5G3dxuiBw1B9r4vYTKZUHK2EHl7tiKy/4M4881uxD6QhJ8P/gu9UqdB7t6Y0YLFd4vJycKTAuF5jTKWLWYe3CSkRlQnmUyGkDs7wH/2C6x7zlv/ORxCkRgaFfeH0UT4a3f6X1/intbtAUBUeFJBQPBtu93OppokwKjX61nBTCJM+fv3MeqHT3Boi/fvSs7PAACVTofhr67Aia3rETUoEVdO/IjowYn4+Ys0mGproPDSos9jc3Hks9U4/flGqLTeGDxrIfT+gf8xt5XbcevhSX2ora1lG5fa2lpWBN0M3kq5tvPD4+Dl5YUeY6egtrZWlM/pOTUbDTAbahB4V0eE9+gLk8nEuPvUALmZ64NfWFuMWLwMe99ahIRHxjMRTrJoJfgx5VjPpovndDq4fQQi3ErtUYMTUZ6XjahBQ0QNFIvFAo1GA4UbNUKFJ687wBfR1385g81vL8aw5964oS4E30ACwEQSCYoac98w5O/PQI+xU+B0OtlGlopgX19fpnNBdAje0YMX1eQ3BzzH2TM8BecAiBoC9EwQSsfLywsGg0EkCiqXyxm/l98sNJeP6dnxhNx6iobS80mIOr4pC4iFOKkA5+koJMj6n1Kuby7kej9BZ0UuZ+fFo254BASJJxPyhBo39PwQolOhUMBkMrE/WyyWZtX/ASEX/7BhJaISR0NzZwfW/KBrotFo2LvRbeREWK1WxI+aBO/gUIa44h0Hbsf/v/BEDBCKMeiujjAbDeiWNBYWiwVRQ0e3+P5SxI1IhdNihstuZb8PCGKgRGmNSxyJkMhOzMVj0+xUjFi8jFnS95v2NFxeuhaRPkBjbdx/ylO4ciaLbfYPbViBK7nZeHDRctxxVyQ75ubyMUx1OLbpI8SPmojhz7/J3PUCO3QSrLN7DWR1OgD0nPJ0E608aigf/nQ1Dm9cyWrlbkljcXLXVkCCFmtjPh/73hGOh555FXXlJTAbDQz90m/q0+wcyEbUOzgMj74qoIrJmc7lcqF7ynRArmS0PxJp5BvJN8vF0AioMoU7b5EmnMViQc8pwrFYqq/j5N5tSBgzGdB4s1wslUrR+7E5kChU6D1uBhQ+/iLNpPr6engHhzFxfx4R45mPPa9RbW2t8FzofKHU6hjVqeuQR1jtSWtxydlCnNm1BcbqKpzevYXZn9Ie7I8I/tr9+MFShtAk9AXgEnLl0NFsCKDQ+6PPjAU4uvYd5uBy74RZQkNt6GhWGxOikISNb3T/+HwccmcHnNq+Htk7NkPisOGBhW9ArVaj6PiPuHTsIALbd0CHXgNxcP37rKHcXKPpzxD/8yuDzWYT6BZOJywWC7z0fhj+2gpkfrYKZqPhhpP6A6veQVlRHoI6RGHA48/BOziU2cfAVIeDa99FfW01VBpv3DPxCWgCg9F7+jMMPslzRY+nr2MNgmHPvXnDTWb+/n3MvaJtt55sUkZWUcGR0TfdfOXv34fSvFO4fPwgYvrdBwCigoyKMoVCgXsnzIJKpUL0oETk788QCRCVF+UL3bmU6YgeNgYmkwk/frSMvZzNWX7ywQtbAmBIFa1WK6LMkFozINhm9p/yJA6u/wAPLViKVnfH4tuP/iZwZN1RXpyHsoIcuKwWqL31HEpkOhP79LTNJNoPCWwStBgAGqqu4fhna9D10QnI3SOIovIimgqFQvR3pEVCDhdSna/IUYA4gw5LA+NuttRUIGRPSW42Mj9bxSDp1N2nApIEeUwmE2QymRtu/cdTIHgR1Hj3hINQJ/R8EuyNuHYAGMqGFinStqBpbV1dHToNH4uq0iv4tTAHNb+WNPsu0nNUVpTH7FSlOh/cO3Mh1Go1YvsLk/LsjC9Q8N1mRCeOwqHNH6FdzwEAgAGT57Ap9e34v4268hL86F5kJeHtRI4NNpsZGWuWN2t5Sxt4AGjV9k6EPP4cK4pUOh8Mf/UDZH2+CTH3D0fed3vhsDSg4Ns9AICCb3YhokdfkeUjNUlupsfgmY+NRqMI6n6zZgtPieCLsyvHf0Rp/imcPfQdAjrEiOgMlJdIkIsvmqmIJkvVr/7+IsoKc7Dn7y9i7vYfWr72biQHvaNEX/Tx8UHrzoIKPd9EoCKdjpkQVPTddO7UUKUNO494vNEUkj6fNv80VfKcNNG146k4pNsBQLQZpw0PT7uhfExoES8vr5sKkPHNCHKhoXxFYqx0n+rq6ti1IL0f0gb5I4TO+PeAb9TQedOzI5PJWAFMTUK++UVCpkRzIYFTomUSP99zUmu32/HDhpWM8hQydxFr5NAx+fr64vr16wKqSqvHPVPnAWjUe7ndsPjzBOmihcV0FeodF6DU6mCrq8Ghj/+BPuNnNFsbl5wtxPEt69Ch7wONWmXbN6K0IAdjl62DyVSPuqpKVF8+D0AQDyeRzrKiPNZgDovpinpTPRRyFRvW3OjZoFwsNC2m4WjaGkQPGsI0xfK/2nZTAUYSPlSr1Wi7cCkb9GUsW4zSvFM4uP59dly0oeORajxiMHZECi640WrlRfkoyT+N0rxTAG6tNqbN5h13RTLtsr6T5+KBeS+jurqaDXzofbfZbGyQ2fuxOQJNZdgYKHwCRO8Yn6v4NeVmuZhqM7vdzhAS8aMmQeJuEJ90GwZQM4OnOih0vkKTx03Fo+ZJc7mYd3tqjgLBB09ZjBmezPYK5DzI18aEIAxs3wEhkZ3+v1AgeBFUovKERHZC8tvrGQJo4JwXUV1yGcfWvYuuj06Ayi8QEokEvVKnwWKxILxHX3z/8TLhM2Rydv+I7kHPW3OoGT4fO5wOtH+u0cJWKpGyZsfBD99ExcWzAIDdbz4LY8W1Fgfof4b4n14hjqatxYk0gVP04PxXUF9fj5rSK8jctgFOmx2nd2+5YZIhIb+AdhGQ6/1QcfkCTn/5GdrdMwCHVy9j6AcA+LXgFILvjkO35Gnwb92WwZEp0XUcMgrFR/bjWnFBi84GPJ2BLzSVKgGi1aZzwk0fNP4zqKikKRUVbsS7VrVq1YjecB/TuHc/wYFV77Dzjx81EQqfANHLGdi+Q4tNH7r2PBSQNCoaqq5hq3sjGhwZjWHPv4mTX6bjSs7PKMnNxu43n4Ox4hr2LXsJE9fuYp8X2L4D2nfvjW5JycxxgrQ+xi5bB6nOB4c+/gdrMgx77g2c3L0VcIFZcw2YswhyvR+DMjuNNYwqo1Kp0Gf8DEHIz93IEZpELtHf8c2dz+Y9hrHL1kHrGwC1Ws2mlHl7tiJrx2b0nTy3xftFjRaCU0qlUlHh75n4eVEjAH84BYJHOoREdUbInR3YQtgcv5+g5Dy8jZ/C0r8T+kmh94faLwBVl86j6tJ5KLVaSCVStz5IoyNLSW42QjrG4cGXlkOi1TfhSNvtdnQbOUGAg9fXNas6fTv+74PyscvlwoDZLzBLU6CxQQg0tTOuq6tjC7dUKsWv54qQu2cLYoanQB8Sxoo3U0U5bDYbwrveg4L9GTBVV4qQQVQE3SoskofQUj7+LVB34p+ScCRNhmp+LUFwZDTiHhjBaFSeUxWialBzkEQ3qYhRKBQY9NRL+O7d19D38edvCgfmRTYJ+VZTehnfvr0adpsdXcZMEeDfHCec17ig9YwaHyR+TZ/LF6yUH2iiTw0QEl6jwpUa/H5+fiy/kdUpTeWpKcA3dUhHgl9jKafzxTFdE5lMxjQtWmoo0PcTQoHub319fRPLW89rymtq/BHTK6IeEbJBq9VCJpM1OTYArAGl0WiY+9j3n3yAhDGTofUNEKFF6Wd4UVaHw8HyOlF1qIaIShwNl8uFzg+Pg8lkEp03XS8S+SSK561sUm7H/9/g67P+U57CwfXvo66iHIWfb8TZowdYPdJcbZz52Spk79iMklPHcK24AIHtO0DjJzgVHdy4Er2nPQMv/1Yo/H4vHHYbNH4BMFVXNqvHtnvxHDz00jvQtgppkS7I17UHVr0jIIHrDEha+iGOb1mH7qMfu+nzxefz6pJLojo3YdQkdB42Bjnf7ELfiY8jsE179nt0TDyCTqNpjeGvrsCh9e9DoVAgZshIZO9Oh1wuZ8OxGx0Pvy8JmDALJkMNOiel4O7+D+HzxXNhs9nQa+JshN8dzfSSeIFdudYHfWYsYFo/MpkMSqUSGo2GDbgoH8NUh8Or30an4WOh0PszxB690yqVillnM5vj4DDWQLHZbKLauMfYKaIJPZ+f+eZOdXU19HqBPsTXxs018psLWvtonfANDRdRnTxr4z7jZ4iGoH80BYJqcUNZCQoytqP7wynQ6H3RK3U6pDofUW186otPkbllDZRKJWJHpOCnzSvRZ/wMDH/+Tez5+4s4vatxGNx31rMsPzNqkNuNRSqVsnWP8m5U4mg4HA7EDE/Gr+eKYLfbEZ04CgnjZgIQaviANncyMduKC8V/+qYF8D/cuCDRKqfTiZj7huFf77yCqMTRyN2TjuztGxA/cgL6Tp6L6EGJyFi2mE36aDNJodX7QaFQMM70pZ8Po+JcIQLbd0BoVByunRU4gteKCyCVSjHq9RUiXl1VVRU0gcEIieqMa8UFLeoxnNwl2Db+/GUa+s0VvKAlEgm6JY1FaUEOuiUl3/S8qTOd+91eaNtEsE0uACb0U3nlIn7K2I4Bk2c3OQ6/sLZ49LX3mXikUqNjlnmDZy2AWqdHVellAQrowg1FMWmhGfbcm1D4+KO+vh6GshKB8uLmqbXpnIB23Xoxi62jaWsRHhuP7z/+B3xC2+DXc0W4+/4klP2Si2HPvcmaK+Q4cfm0gH74/qNl6PfkYsSOSGHJi3dcKfhhH4wV11B08F/o1aETbDYbSs4WYs+SuWzxJiqHZyMHQLPNnY2zU4SFeu27uH/B6zAajbBYLHA6naJF9kbBI1LiEkciLKYrOvQaiG/efZXRUHieNtP24KwmB89aCKXbUutmGh//TpDwUEjHOHQZM0Vw5fHzQ3XJJXz/8dswGWrg5e2DHuNnQapS4fhna3DvhFmQ6/3YRsvb25stjCRaJ5fL2Sayd+oMWIx1DImR43anoQkGvackRkjTU3IcANwiRj4BiB89CVlb1iBh1CQMmDzndqH8JwrKxw6HA9FDx8BsNqPbyIlwupyIGjoaXl5erDDiubqeUEidToeCjO3I2roeTqcL985cyAq3LLerU9H+vcwu+ME5L7DnwBP6fzMhSQbLV6lYHiU7sXsnzIK8VasWz5mUzuk9rq6uxvEt63Dm650AgF8Ofo1eHaLZu+IposbTGUh4jhdq9uszCMFRXWC320WUjeauPQDWJCGtgePpAqwUAFQ6b1Gjj/IMoQjo/aTmqkqlYqJnfEO1urpaaFC7RaX5qREA9mcqwgjKrNVqRZpQnnQOfkPDXye+MUrFMn88fn5+Ij2N5oKKZHI+omaH0WiETqdrotVCz6fOTX/kxeZ+i6L/bwmajBKyjXKxj48Prl86jx8/WgaZXIYe42ZCFxTKjoPX1gKAB+a9DKPRCLVazfKxw+FgVtV0HTzRPYDwPAa3j0CIW+yWGh2e03KiqZDFt7e39+1c/CeK6pJLTKC+24jGJgKhIoIjohDZZ/ANa2MS+AvpEA2FSs2erZCOcYgZLjjh9Rg7BeX52QyFEBwZjYkrt4j02DbOTkFp3ilkbVmDfk8ublGPgZwXfv4yjQm+QgJovDTMEeRmofQNEOyyDVWs9qPoO3kuAu+OQc/W7eFyD2FuJE5L6GXf0HAkLV7O8rt3UAiytm+EyWRqURST6sOuQx5B5jbBdafr6MnI/non28T6tQpGRNwbDOFHWjpGo5E1JqjpoNfrWX6kn6dN87FNHyFzyxo4nU5BZJhD8AFgNSshx2jiTzmU5WIfn2abWJ75mfY8NpsNRqMRcrlcVBtrNJoWczEgtlolRK9SqYRN4osH5r0sWscpH3sHh7GhKyRA34mPQ+Z+Jm7W1P93gixGs9LXIHfvNrisFjz62vuoLrmEb99+CTabDfdMeAK+oeHMmeqelGn4ce17yPx8I6z1RgycOR8umwVxiSOh0urQZ/xMls+Pb/4YPZOnQqLVi0SQgUZ6jFqtxh13RSLIrU11fP17OL1rC0Ki4tj7cDRtLXIydgh6MBKgfXxvDJzZMgr8zxD/s6sFuTz0nfUsUxF2OB0ssRKEnDboNKX/cukClBflIy5xJNMm0Oj16DZyIiQOGy5nHwcAtO/eG4++Kjyo62eMQsWFYrjsVpGgpXdwGDueeyY8gWvF+SgryMHG2Slo0zlBxIXjp9v8VE2n02G/u6HRElqjuuQSDqx+B5Z6I+JHTkBU4mhWhFGBQbDcE598gILv9sBcXYmU5eua/TyyELWajHAaayD38YFfWFv0nfUs9ixdAEBApfALG38s1DjI/W4v7r0rCpbqCvzr9WdQVpjDOu+8oCTPv7xyJguHNqyAd6sQOCwNzZ47L85ZVnAapopyhN8dzbqypJB9+VQmyovzEdIxDtHDxjCP5yOfrWIUiN/afeS/+/LpTPx6rgg+d7QGIDSaqHm0960XMe7dT0T3+MDqdwRuab2Rfb9KqxOaIG6oornOwCxQvYPDWBIHhIWCTWMlEii1OhzeuBKlBTmi7/q9wRc38SnTofDxh0QiaUIBAgCtj7BAn0hbjZKcTAx9+X2o/ALhcDhEmxFayGtra9kmwSsgCENf/IfbbvcqW2Q63j8CxT9+gx4p09CmYyfR9JlE4Ig2Q2ierC/TGOTyz56Y/9eC8jG5WygUCmhCw9F72jPs2WjL8WCvXzqPU9vXo+TMSdbojHDzkl02C7o9Oh5xj4wDIBRNvr6+uHfCTFw6eVRA6ETFYfRbayDVNeo78JB2u92OqquXsP+dl6FUKUW5mJ41mjJTs0yhUCBrTzpOpK2GQqFgdn7NBTX3bFYbej82G86Q1rDZbGwdcTgc6DF2CvsOKkZuVGDR5tuT7kAibFTseXLE+SJQ64Y+Uy6JG5EKh7kBKrWqSaPPs0gne0967/hj8NS3IK0Msnv1dKEAwDbDJAzpmSdutdD0/G5+o01NEfozoTt4mgUV1Q6Hg1nt8ogEXqyTxGQJCenn5ydCxgBonFr+hnO4WfDIHUJ3UGOiuuSSqDHhkinw4PxXWHPj2KaPmDtam579UVdXh/ILZ1GQsR33TpiFes6qWqlUws/PDwaDQWRZTNST5pAwtAmia1tXXoLvP34bVosV3ZKn4Y67Im83Lf5kwVMT8vdnMBozQcgfmvfyLdfGtWVXsWvpQrS68270eGwuNIHBUKlUCI6Oxfj3NrLaODgiCoCL1YtAo4ac02rBkbXL0a7nAOw/kNEkH1eXXIKxpgrRiaNgt9tFLg6HP11103xMdZfT6cTd9yfhhxVvoDTvFEIiOzEHlOhBidBqtYxSWFtbi4CAgGY/j+jANDmXuzfvZEtst9tx31OLRQ14Crvdjux9X7LaOHZECux2GzoOEfQN7A0mKJVK9Bk/k/0O38ClnEZUDaJ+eeZjWhdikpIhkUhwT8o0+HJCzQ0NDbh+6Tyyd25Gl0fGQRckiLEqFArWpG5JA+pGwX+31WoVofIkEomIstlcLiZ7T37vQk17Wlt42hlfG9PQlRpshDL5I/Mxu+6SpvR4mcoLD85/BV7+QYK7IieobzbW4YcNK5lRxLh3P4F3cChqa2txPH2dgEy1WqB02/aqg0LhcDggk8lYzUDURdLBuHfCLFz6+SeUFeTg0Lr3MXDmfNSWl7o1ZozM1fC/oTb+n10xqAvK25/2mfA4JFq9YDfjdttIGDMZxccOsil9eVE+AAF+TxvpS4W5OLljE5x2B4Pa0KbbL6wt2nfvzVSTSdgGEHQdqODVhLXBg4uW4+vX56O88AzKi/JRWpCDhxYsxZlvdsNhaUBZUR5CO3VBr4mCe4dEIoHRaGQPO8HamgtajAAgIWU6vAKCWMK78ks+Tu7YhJ4pU9G2YwzjHp499kOLk3riQCo1Otw7cyHzpb53ypPQ+voxb3teoIiH94fFdEXciFTBSnXzRygrzGnSeW8u+I70SfcEvjmkClmilhfl4+imlfB57m8M5lZfX4+kxcsZH7PbyInwb90WEokEdkM169rfCv2mueCFQXP3prMNmE6nE1mPHVj1DgDh3hE6BwCbblADi6y1PGkww175AErfAJawaHND0PWY4ck4e/QA+66WbGFvJWiRp+vaZ9Js+NzRWiiYq69j64KpKCsQmk9BER2h0uoYpYa0Oo5v/gj9nlzMil2gccEl+DjZCdKURavVIqxDFJIWL2cQyLDYePj7+4uOj/Q9aPGor69n0OjW3fsiNOtIi0iX2/F/E1TsZX2ZhriHUxHQvgNzMZBIJKirq4O3tzcrqk7u2MTQAGExXdnGmvJcfPJUeAeFiiDqpJxPglgE2aSgXEwQ9tw96Uyzh/jdMcOTmde8RqOBzVCFn7/4FNFDxyI04m7mDR9zE/Tb0bS1TJtHpvbCgNkvwFpTiVPb18Nhd6DLmClQ+PiLmiM3cuPgUSfy9hEwm83MtShhzGSodD5swkaoA0/oLk3O+Mm9PiQMQ174O3x9fVu8b/zEnSZxnk0WKnLJYcJQVoLDq4XNsdI3gH03FbKEwuJpKb+1aeH53VTEUqOep23Q9amqqmpC5aTgC0FCUgBiGkxzjSbKxTQd5Kkrv6dYpmKevosaTw6HA6aKchz48E3W2A+J7ITWsfFISJkGrVYLo1GoFWKTUlCSkynoAHz/FYI6xjGKFgnYqdVq2AxVOLR5JWJHpIiK/fr6epaP5XK5iAYjk8lEE9a6ujrRc6/U6tD++TebPbfb8X8X1Djg7U879BmI7z/6B/SBwTiwajkGzpwviJTv2dpibXxg1XKB9tsxDprA4Cb5+Ea1MQDWgFB7eyMzfR2unjqB8sIzANCkNj69aws6J6VALpcjbshIQAIcWL0cHQYOhclkajEf87Xxr4VnUJp3CqGdumD483/DrqULUFaUxwZjDKnUQiO5rryEITas9UZAAsAFdBsxVrCrt5pRV14ChU8AE/P0hPcDQuNYrvfDPVPns+8atXRFizmDGthE9wDQbD4mS1RdqzsQlTgahzZ9hAGTZwMAvl8tDFZ/+XoHsrdvQHleNpKWroA+pDU0Gg1qa2sBgDWrf2vwwqB8LuYFNSlfABBRIIFGCh65avF0FJ4GQ6gwz9qYhFMdDgdDmdzMFvZWgqieWds3InroGHhpBJRowqhJ6Dx0DDY9OYHVxnwuBjiaqtu1UKpSITyhL3K/3snMBToNH4vjW9YhanAirPVG5vwhlUrxwLyX2ZCOcrEnVdUvrA2jnVtMRoa2AAC7zYqQyE7/NbXx/2zjgjbtGavfZt1ltX8rBvGhUPoG4MFFy1GQsR1dEx9B5s7PYLPZ0OexuWySkvNlmohe4ukQQQrNAJhdKU3TeFtI/9Zt8dBL77jFNk+jJDebCazFDhuLPpNms2RG3UUAsFkbi6vmgqbjBDkiEUWlUgmz2SxsArYLFlM+cxeh3/T5+GLJXJiqK/HZvMeaRQXQxjU4MhrGmiqUnS+GPkRAkGhbhQiQu+tluJp/CmUFOYItaW42e3HjR05A99QZ0AXd4S72hAt0K40CQizk788QNQg8j9UvrC17UR0Ws0CBWbUM3UZNhEIvbHhD2ndAv8efg9PpZDzyne++wjQ2/l0bURJ22vvWInR96FGR8JhfWFuMXbYOhzZ9BGu9sXFzBMCvdTtY6usYlJ3EO3k6SnXJJXbOuxbPxoOLlsO/dVsGRfbx8WHJ3Tc0/DfZwrYUnh3j0E5d0HHIKGb/e/SzNcL9jYrDxA8+bXIf6V44rRZWZDNBuIpynNz8OWKTkqHwEZo2tFhJJBKR3WFVVRUAiETneM0XCvozWegWH/pGKNDdzjG3488TcrngF39k0z8hk8ng6xbr5QXIALBCh5AJdrsdvSfNgXdwKMtznZNSEDM8udmNrl9YW0Ex3j3ll8vlrBniadGbMOYxNNTVsinT4Y0rYTKZcO/MhYyKdGTPVhzd/DHMZgu8n3ieecPTJr65wo7PxwovDbqOmiRM2nZuZps6uZcGQXMXwVpbiWOfrkZsUgq0rUKabHirSy5h0+xUlBXlwWKsQ69JT+B4+no4LWac3r0F5zN/Ym5EgFDE1tTUsAKHpjRk2Uk+74Q8u5lOBy8w6uXldcsbc4LQWox16PekQHvkXTlo00vNhn9nuud5nCRASZRIXt1eoVCwRqrdbmebCP736VrQsQBNaTCk3+NwOJhaP+ViokzwG/nfUyxTzgMakSmENjvy2WpkbV2HziNSmq1JaKOkbRWCpKUf4syuLYhKFNTt40dPAmxWWOuNMJSVwOalxp6XnxQ2YlYrEz6mRoVnPqbmMzVz6BpbLBZEJY5G9fVyuFwuxCQl/2FCpbfj3w/e0Yxq4ys5Wczhi0LtrWcojGHPv4mDa97H5ZxMdOg1kE21aZhGTUJPhEFztTHfMOk2Ihknd6ejc1IKIgYNxdn9XzWpjVtFdGRQ98ztGxk6BACunMnGgy8th55DN/PhWRtHDh6O/O+/wj0p05C7J50Nki6fzsSlwlwo5Aoc/nQVYt1NEs9c7Fkb8xadAFD2Sy5KcrPxa36j7h0A5O5NR7ueA3Al8xC6PjoB3UZOwOkvP0NsUgpkAUEAbq1RQIgFs9ncogW1XN7o9pO7Zwuytq5HSU4mQjvGIfNzoYkTc99QnP5qO0rzTyFv7zbBCdCto9PcxvhWo6VcDAB6vR5XfsnHsV1piB46hu0rqI7j1yZPuiCfj3kkB18bx45IgclkQueHx/0mW9iWgpCLx7esQ/b2DbDWG/FrwSlcKy5AwqhJyPlmV4u1Md2LeyY8AZ+AVugxdgoObfoIpqoKBEdGC048bu0YqdOOsl9ymahtbXkp6spL4B0c1mxtTMPZnilT2fdZTfWoLS+FX+t2MNfVoOJCMQD819TG/7ONCwrqLvdKnQ61Wt2EPNCQpQAA6yNJREFU06XVagXe5pwXodPpYJercXLHJpSeK8aRz1YjKnE02vUeiEsnj6L7w6nN3nS/sLZQe+txaMMKJvZJysByuWBbRvDMiH73Q66Qw7/dXQjoEI0uw8fil4NfI2Z4MoLbRUAikTDoKukCkAjjtbOFoo0pLR4mQw2ydmxGn0mzMey5N2CxWJj1n0wmQ8+UqVAoFIgaOhomkwkXTh6DrcEEjX8gm9QTJCnHDbcHhElnaFQcMrcLtpL9Hn9OxFHWtgrBg4uW49S29YAEiBg4FIc//gfKCnMQHt8bSp8AmM1mKBQKdBkzFSqdHgMmz7mle2auM6DBUAtDXR3GLlvH4LCetqckTKlUKJll7NXTJ5C09ENog4JYocUXfoRgCY6I+l2wKWqwZCxbJHxfREf2b0pfQTDQUFYCq8mIi5mH0FBbA5VGi+qrF1sUyKGmyGfzHkNZQQ4KMrYjceFSkUI0IBSnXl5eiE+ZzjQhiIZE6JfmXBqaC75pQVSe7ikzINf7wVBWguMZ2xH7QBIAgT/oedzUbAEAm9mEw6vfRvSgIcj97iu07TUA3y1fgmvFBTAbDbh/wesM8kwbVYI/8zQp2jABwuJExxHR9z6c2rMNUqkU8cnT2cLXbeREaDSa27anf9LwzMVWq5VNh6mBZa2pxPHNH+PeCbNw3zNL2caturoaxz9djcztG9EjdQaC20XckDvPb7a1Wi2zeqRcTI0L7+AwPPjsm9DpdCg9+wscUhm6jZwoEo5MGDMZZrOZ0cwAsOfUc2NKgm9UzPadPBeJC5eyfNxr3HS4bBZYrVa2qTv+2RpkblmDktOZePClt6ELCmVUKr1ez9ytAECpUuLMbkGjqduj4xESFYeS3Gyc2bWFTZb4oOMFIBJ5A/Cb0A20brpcLpE7hafNHg0FTBXluP5LLvt7EiflYcQul4tZ49I9+71QXjpHutf8cdFaTEGQY1obbnQteCQJTfdIYLS5XMwLytlsgjMLFdW3KlDpSVWiY6Draygrgc1Uj85JKbjv8WdFQoL8taAap1WbO9FnxgK2KVAHhUKiVAl20TpBg4joVdHDxjA6EDV3PPMxr11SVVXFjtPpdELlF4iBT7/C7vWfzWbvdjQGn49ry66i+PB+WEz1qL56EZA01mGQAD7Boaj+9TJM1ZX4ZsXrUGm9Rfpc8Q+nNGvZ2FxtvHPJU8j8fCOCI6MBAJmfCzk9sHVbXPSojfd/sBRlBTlo16UnACCwfQQqLpxFYPsOkCuUKCvMQc6uNAxwW8bzTYajaWtRW1aKnH0Cx//RV9/H9UvnUezWxOiVOg1mowFXTgv5+viWdawhfPnnwxj62ofs8yQSCb7/+G3WeOZrY0KfUt7XBQbhWnEBrhUXQO2th0QiQVb6OlzKFPTxLMY6SFVqZG/fALvdzlw6bqVRQAg4h8MBo9HYYj4mccf4UY+hxC1+77BakTBqErOTpcYU6ZlEJY6Gyi/wd+djarCUnv0Fhfs+FznU8MNUl8vF3BilbhT8zfKxXq9nlEBPRy673Q6fkNa4/+klbEjBqKEc2o5+/lbzMTXYqca0moy4VlwAQECDD33xLQDN18Z2ux2VVy4ie+dmRLmbdy6XC91GCbWGsaZKQJG6B+Nmo0FE38rJ2AGVRgeJUoWoxNEICG8nqo3P7NqC7O0bBDSpe69YeeUirp8rZMdANf1/S238P9+44LUTaFpBhQcFPQS1ZVex77V5KM0/hV/PZKGsMAcWYx2unytocZLL6wH0GDsF1dXVgqIvhIdWqVTi1Lb1OL17Cy79/BPravdInYGQdnfh4lEV5DI5U/OmqY5KpYJOp0PfaU+h+lJxk40p6Uh0HpGCrqMnI25EKoDGpFF2oRh5e7YiYcxkDJzzIpu2xSalwG63484+g3H5+EHAbmXTxi6PjENtxXXIFXI8OOcFAC6odXr0GDtFVMTo9XqYTCZo7uyAUa8L8L/6+nq0Cm+L4+nr0XXkRJHNnUkjTOtY+/0mQTQVh1SGB+e/wtANBHWihalDrwEoLciBRCpBWUEONH4BKM07hS+fn4nU9zdD4eMPlUrFVJMbGhrgcNhb/vJbDIJSluadwvEt6zBwzoss4dICo7mzAzQ+vmiorUFwZDRGLHkb+d9nNJmQeUb+/n1sURkweY7IqYMKcYI7K/T+SFr6IYMvlhflo+DAPjaVaE5UydM6llcZH/fuRngHh8JoNMLhcKAgYztOpK2GSqXCIy/9o9njPZq2lnV1y88WovCHr1F0+HuUF+XjYtYRluRLzpyE01gDTWAI68TTpoiaYiI9jLKrOLR5JToOHIJ/vfUia0yR6FdZfo5gc5v4KC4dO+heIP/8HL7/xfDMxbSR9vHxYY3WI2s2MM5yj8lPsd+12WyIHZECq9WKqKEC1PZGRQfPQVWr1aipqWF/T4ULLxhZX18PTWAwBs55kdn8OhwOgb6g8caA2S/AbDZDqVSK4JoulwvV1dWMVnD409VsmkWCv0BjPvbyDUR8ynTkfJkGtUotNNnGTcfl7GMozT+Fr155GsNfWwF5SBgrlpwuARUQEtmJecMDgrtDrM2Ggozt6DN+Jrw50V4qzOg4TRXlOPXFp+iZPBVyfWN+uhV1d0DYBFNDUSaTsWKZBNZ4/Rmn04nju7cIukJRcegydgoTavPy8kLtr1eQ9fkmkVsVfcbvFVGjNZ0aBqRD4SlyTN/DW5u29L18w0UqlcLX11ck6NnQ0CBqkPGUEfo+AGwi6Bn0WXQcpJiv0WgYck10fTO2I2dPuiAo2EzTgr6LrkltbS27NnRcUYmj4XA60Hfi4yz39h43A0q36wi9H3QMvKMLoRd5zRJC8QBCPUUT29v6Fn/e4PPx0bQ1KCvKQ8LoSYCrP/sZajrABThIoLiqAhUXziI4MprRX2+lNo4elIidS57ChawjAIDyony06ZyAhJTpiBo6Gid3bGKNgR6pMxB5Tz9Ashg/rHhDcDz54WsEtu8AQNCYGzhjPg5/KgwXeb2ivlOewk+bP8aJtNUIiewkHIhbMzdzW+P60nfWs+g75SkcWv8+wmK7oePgofhu+RIAQMX5X3Bq23o89PzfmN6N1SLU9CGRnTDu3Y3ga+NDmz5i1BdyyoMEGDhlLgDBvaO2vBQV5wrhtFpgbTAiuIPYWepWg5qigPDe3SgfK5VKQeDyjtZ4cNFyfPXyXEbrsdvtAhJlyEiodDqc3JWOzM83wlBZAalKjZ7JU5rQdH9LiCif2zfgYtYRhpbWarXomTIVGo0GMUnJDBl5q/mYdzLyRLRRbWwzVOGHzzcxUW/SA/FE291qPiYqY7voWAQE+OPA6ncQN2Qkrp0Tnv+ig/+6YW1cX1+PY5v/ifyMz1GSfQzXzhbAbDbjnqnzcM/Ueai8chEylRe6jpqEtlExQn1bkIP+U55C8ZEDsJiMImTPcDf9jhrR3cc8BrPFjKihoyGXyeGSKXBnn8H45bvdcJgboNH7osf4WQiNuPu/Jh//dxzl/6egxZe3c+RVwU9u3oLS/FMIiYpDn5kLceXEIbhsFpTmnRIVop7Bix2RgwYgJJWGyms4uXkbXHYh6QVHRKFNXAIgAQZMnoOjaWtwZNM/cfbYjxj26gfQtgqBQqGAufo6E/8Ji+iIpKUfYvdLc1Caf4rpY9BG877Hn4XCx1+k63F888dwWBqQtWMzDJUVsNmFF6/XpNkM7mwoKwEgWE8qNTpEJY6GV0AQ7luwFHq9nm0sEznRPL7D6Tnx1Gq1cN0RjsFPvsQE7QAICezzTTiRthoXs45g2HNvMDQAXT8eGXBg1Tsoyc1GUEQU4kdNglqtFgleDnvuDexaupDRPcqL8hEaFYe+k+eitrwUORk7UFaUh582f8y62RaLhRVhGr0vgN9nI0oCpMaKawjt1AXxoyaxCRRZCpKIEHW+eReVm3222WhA/MgJSEidCWi8RbBhvogkHmFI+w5MVfnyaUGQVBvQCuGx8di55ClYTEaoNDoMnDkfAESUkMSFS9m96DF2CiRaPeOqmyrK4bA0sC59S8fr17qdMK1xB69OfnJXOi5kHUFZUR6+//ht9H9yiUj5n4cowlSHbz75ANGDhrDm3MWsIygryBEVBpTMK84XovLCLyjJzb6hhdvt+HOFZy4mkTFygoobkco2ilSkBEV0hI/b0aClQo938zCZTGyqL5PJWLOPnjV6V3mbX9JMoWKHqBZarRamijIc+XQ1YoYnQ+7WwqCIHZHCOM9EAeObKBKJBD+ufQ/5GZ/DeL0cPiGh6DR8rKB9tHQ+yn85g31L52H0P9ZA6uUNp9OJ7ikzIFWqET9qEryDQyGXy9F31rOCpbVCwYqY+vp6UT4mVwyVSoXjX3zaKE49LBkFGdsZnY442LTJ9Cza+CKZNquEbDCZTOzPJMYml8sZh7vvxMfh8tKxf7fZbIKTyfYNUCqV6DvrWRGdzHNi+FuiOY601WpFdXU1vL292b2lc1IqlVCpVLdEY6DPValUcDqdqK6uBgDmnEIbe9KVsNvtrAindZCepZqaGnh5eTE7Ql7jAxAKab7RYjabmYAoNY66PjpBWMubycd0/7y8vBhykzYG1LQzmUyQhbVB72nPQKJSweV2HFBzAqSecHESzgPEdqtKpbLJeRCCztPi93b8eYNHXxxNW8OaFZCA0TQqLhSLRDwJcXCrtXH+/gzW2PXy8UXbrvcAAGtixo+aCNisrDY2m804tVsYDFndDYvQqDi0j+/NPr/P+Bk4/OlqVJVcRsF3ewAAEoWK5aCuQx7hrO0b9dPa9RqI+vp6/PjRMpzevQUhkZ0glUhRXpwPtd4XZkMNSs78DFttFbzc1O3IwcNw/VwBBk2fj6Npa9ArdRqrjfmcp/DxR9KS5aLauFfqtCabXQA4sXU91H4BbJLOowcANGku19XVCY3g678ib89W3DthFuAbwAQv9Xq9qDlLg6A77opE2y4JqDhXCLvDjp82f8zuXUluNhJGT0LfyXPRYKjFz9s3QKPRoG1U7L/1LBFakSif5fnZKMnNxg8bVgrIGEM18vZsRZ/xMyDR+sBkMt1yPqb1VKVSwXitFMfXv8d0eYDGuuLQ5pU4kbYal7OPIfWdT+AX1gZ1dXWwWq1sgKtQKESDB29vbwBoIobP76t2f/g6owr1SJ2BEW9+jNw96Td8/ul45TLh/gW0i0BY13sQP2oSa0rL20eg/xPPw+Fw4GpRAat5r5zJwqOvvY+dS55ie52+Ex9nTWxaUxU6X6axp9frEfC0UFuHxnQD0Nis/j3r6//vuN24cAdBew1lV3Fodzp6Jk8VeZprtVqxV7GPP7oMGsK6X8Oee/OGk1ze/pKUialgOPHpxzi9e4tIiZn/nF6p0/DLT9/hWlEusretxcCnX4VarcZB90bfZrNhwOwXoND7Y8iSd3F000rI5XLEJo7CxaMH0Gf8TPZ5NEU31xmQ+flGUTIinYXrZwuQtPRDeAeF4qddgnYHICweOW4erCYwmG0mgMaXl6CnNFniOa5AIyeXEiaFw+FAVOJoXM4+JrIqLTr8PSSQoKwojzlpRA8awtxVgjvGwSsgCCaTSSR4SerWQOPmmK5rdcklqDQ6WExGOC1m2AxVCGjfgUFnpVIpugwfi7Jfcm/JXra54GkVhFDQBAazgo+6ulTo/RY7W/6ze6TOgMLHv0mBTMgc4g8ylebgMCQtWY4LeTnY+/KTuFaUy5xKKNTeeiaeGtQhCjHDk2GxWACNnkH2aMIAAEc3rUR+xudIGDWpWXoIz/mk6UZ4XDxi7h8uetZ9QkJxZXajaw4vGAhAtBE9uPZdZO3YzBAb1KzgkSpkoUv2V92SkkUFyu348wY/oSctCtrYkxMUbTRp80bFG6ElbmR/V11yCYc/XY3YESnQBgXBYDCwfzNXXUPGmuWsSORzFxVMWq0W1y6eQ/bOzYgfNQn6kDDU/noVmds2IGpwIg5++CZKcrNhs9nQc8rTjJbidDoR0L6DSByXh5jSuyugzoBr5wqRs28HLBYL+sxYgIcWv4OvXp6L0rxT+GxOKtp2uwcJ42bCNzQc90ydBwCs8OBzMf09LyDJC0ZSI8FutyNmeDJy96QjK30dFAoFo5fQ+8jDjkkAjpo85CxhMplYLuJzBW3MqUiOcFur2u12RgnhJ233pEwToRXoXv+7zxPlXsopBoMBDoeD6eKQUr1Go2HPzq0gPPh7yOux0DVQKBTs2HnOOW0i6uvrGRrBarUyYTr6HLr+1BTiqSW0zhLajnQklL4B6DNjQZNpI8Gh7Xa7QNtQqRhFhrfKValUqKqqYk0Vh8Nxw1xMVqn8eRNi1RNRQRa6vBPL7fjzB62jFpMRB1YvR7eksQAg8O7dTYdeqdMEAfHBiWwdri27+ptqY5+QUBT88DUqLhSjobYG1aWXUfjD13A6nbh/wevQBgWhrUf+dNksAAB90B1QaXWIuW84q2lKC3KYZgPVHoHtO8BpMcNL48XsnUk3LGPZYlb7XDx6AOGdEyBXCM9vWVEegqPi0GfSbNRdL0NOxg5UXCjGZ0+NR3BEFBReGthtdpQV5IhqqsSFS6HVauHlRhTXm+rRUFGBgoztGDB5tmgYR/SY8qJ8yFVq2C1m1sRwOB3oPe0Z9q5ZLBZ2DahuJUcoQ1kJvnp5LirOFcJltSBpyXKWV3iEl1wuZy5Acrkcg2ctgFqnF5xGIGxoY+4bhpO70mGpF5qukX0G4tdfziDmvmH/1rPkmS/bRcci+e31OLhREMxuaGjAkU9WImur4GY4+MmXWlzPW/psaoIDYDUD1cbdxzyGi1lHUJKbja0Lp2Lcu58I92HF32Cz25GQOhNyubxZfS1e8PP6pfM4tO59JsBKjTeNfyDCe/S9YS6mOqTjkFHQBAYjYdxMyNRe6Jk8Fb6h4aJmlEwmY9oV2Ts3s30Fq2Xd6TgkqjMkWj0TuebR73yNRFogngjM/6Z8fLtx4Q4q5Ohhv/DzYSQt/RAh7TswbjWptCt8/KFWq1FythB7/v7iTQX/CA2Qve8LtO6cICoYKDHySsx8+IW1RdsuPXCtuABOp4t1xgjKGTV0NNPiCAiIRqvFy1nBGN45gXXQ+A0vNSz4zbxEIsGFrCOCb3baGiQtWS7SvqDrYrfbMWD2C9BoNDCZTCI4KBW4Go2GvfQ8z5sKHrlcLipktVot0Lothr3yAU5/+Rki+t6PAx+8jrJCQRMhLKYrIAFz0igrykNIVBy6pUxjn+vrdgw4sOodBjUMiezErLv460ldyszPN0IikeDR195nnF0AOPPNbhF647doQQAQ0SqS314Pqc5HxCkmCJdcLofL5WIe5F8ufaaJDS4f/D0M7dQF3UZOhKW6Asc2/RMKpQKDZy2A3D0RY80Kt2Uh3QvSHhmy5F3k7klHRPc++P6ff4O1wQS5QoHrF4pRcfEsAMDpdOHapfM4sW09YoYlQx8SxgpTmtYRWoSsb6MHDcHJ3VthqTei/GwBayCFxXTFsOfeZM0Dz0KGuPrBkdECQogT8uIXWn5y6tmU8kSq0L2m+G8QHbodjRttXmyVoKKUiw+vfhsJYyYDvgHs/6MHDUH2vi8RlTgayrsim53OHE1bi8MbVwIAfGc9y/5eLpfj5G7ByhQAK2o9Qy6XM7V12tyf+uJTQX09P5uh7/pOfJw9w3Q+JETI0wj4HCiXy/HgnOeh9w8UUEgZOwV4p1wumohVXChGxYViqHV63DtzIZsuHXIj8PzC2sJQXsIEuULcDi38VIXPxQHh7dBnxgJBa+ihR1CWexIB4e2Q/sRo9Hv8eQRFdRYVvaTWzrt9UE6TSqUidAblCYVCITpP/nrK5XJYLBbU19cjLKIjwp55ldmKAmiy2f8t/GN6nkgAuHDf52wCR7mYNugkuEr2elarVYQ24cPTUo/WNJlMJqJAUi6ura2FSqViE0/PTQRvYwcIRbJEImH3yeFwiHQlgMbmiM1mE2le8foZ9A7R5/CoE1Lkb86SkX6OtJ9ulIvpGSB0Ukv0D17U9Hb89wRtqimunP4Z4XHd0W3EWOZ2JljMD0H+9xmIHjQEB1YtZ4jHW6mNyRqeXEZIF6K8KJ+5+XiGXC6HzleYpJuqK1FWlMeaBrrAIKFOciNteUe2zO0b4aX3QVt3vW232/HDBmECz9fGPj4+GDxrAaQSKSxWC7qMmYLgdhGAyQCVVse0L6jGCYns1CgouisdZqMB1SWXAIDRdAHAWF2F07u3wGW1NNYn7s1ncEQU5EoVqx/7T3kK+z9eBmPpVRz84DX0HP84vAKCRO+nRCJh+cputyN3bzoqSL9A0vjeEaKArp1erxc3Ft3aaZR7acOd+91edv8JyZ297wvcEdPt387FCoWCIWc7DR8roLvc+ThmeDKkUilihiczxF5tbe0NczHdQ8q1popyFGRsR9TAIcIQNymFHSNzlvLyxthl65C+YApKcrNx+NPVkEqlOO12KfTy9mG20ZQ/efooNemPbFyJLPe1SRg9CQmjJ+HCz0dQcaEYv3y3B6Ex8YyOR/QYp9OJH9Z/iMwta2AymTBwzosIvzsarea/0uy1rKurY030eyfMgkqlEu3dAKBzUgq6jJki0oTim1KetZBnLv5vE0i+3bhwBy3sXR+dwArQ41vWYfCTL0Eul+N4+joc3rgSxccO4sFFyxEQ3g7Ht6xDad4p6AKDbmgjwyvdRw0dzWCaNpsNDmMNs8tpyb2CTeRHpLDiT3lXJNo/9yabaHl208gi6FJhLs7s2gJrvZElQ4IpU9AGb8uCqai4UAyLySgkNm9BmEvt5rRRE4MmQABY84KKWSpeSFCPf2kBiJT7pVIpZDIZ6w56BQSx6eGDLy3HiU8+QPXl8+g/5SnkfrcHwZHR6D/1KRQfPiDQIGqrcfyr7W44nC+8g8MgUaqYJe2NxC2FGy7+L1/I3zthFkpyMplTSUtaEDe63/EjJ6DHuFmQefs24SPzUHaTyYTYESms+1telA+4BOQD3yzxRHEMmLMIx9MFsaicPUKylUqkUHvr0W3UREjUOpZciX9NRarL5YK8dVv0nv4Mjq9/j2lPAEDVlYsAAI1fICrOFeLw6mUoK8hByalMPPzGSuiCBIVrWgDvnTwXfq2CmUVr9p6t7HoBENmi+oSE3vgauu9Dm84JTXjZBO3XaDRQqVTo/sg4VJwrRK+UabebEX/B0Gq1bEJExYzdLlg/NpeLSWOFEFcE/4RHscvzqeNGpLL3ktAc3cc8BpvNhr4TH79hIVZdcglWk1H4jAdGCFDUB5KgUqkQPTgRud/uRdyIVPiGhrPP4KH9NTU1rMDkUVL0szyvXN/+btZM9fHxQf9p82C32eG0WqD29mZW0gqFAjm7tuDIpn8CAIY99wYT5NJoNPCd9SycTidrlNK0js/FcrkcdkM1vn57MUpys1FbVgJjxTX8sPJNjF4h5BeC4NI9kUgkqL9ehpN70tF9zGOQa31EmhREHXQ4HKzxdLP7TTRK2gx7WpOS6Bpdk5aCPwaFQoGCjO3sGhENxdMWlgpxOh5qAni6B1AudjqdiB2RguNuvrQ+JAxSqZQV3NS4os2F0+lk+ZjOj64lreW8m4kn5Yn0I2hSxk/jiLpBxTl/rQCh0UEQYi8vrxveExL5pGldc0KmlIsJUaLX6//rit/bcYvhfgSZ4GVRnuBiVG+ET0go0z+gtZ/yMIBbqo2DI6OZsDrVukMWvA653gferULQZ/zMGx4a/Xz8I6nI+iIN/ac8hStnskS5mLj7hKygZsvetxYhdkQK9MFhjMoxYPKcZmvjqqoqhpL1D2uLgTPm48DqdxB0V0dAAqblIVMqGd02c/tGVstR3dZn/EwcWL0cgHjYAwiUm37Tnka9qR6Zn62CVCpF8ZED7HoDgEzlhXtnLmQ5gBDcpEt0/fJ5wGZFzEOPQKZSo9/UpwEIFq1kme2JJmxyuzk3DkCgOFZfL4dCocA9oyciO+MLRA0d/ZtyMSCmcchkMvzkXsedTifLx6SLF8JRPgnJRr9PaC0+H/PnRnneZrOx/QQb2mm1TNxapfdD0tIPcXzLOsSNSIW3tw5mo0Ekjk2NAELEUdBxxAxLhsVYB7VKzTSmrpwWkMNqlZrV256DmOihYyCRSNB15ARm/X2ja8jbv/oG3SmqoYlq1WfSbNxxZyTLx1qt9i+dj283LtxB04egoDiMf2+j8CIMHQ2HwwGLxSLaXP7rjWcw9m1hmkVNDs+usictgx4snrP946p3cHr3lmZh9vznEHUi77u96NkmQuCJGmvw/eq1iB46hglmeXt7s4fWx8cHtbW1zJ7HE2XRXDAHDi/h5f5p8ypRMRz2/JusKKJiDGgUgbHWVOLknnTE3DcUud99hdgRKdBoWougSzTRMplMkEqlTFuCXAQAoP56GfK/2gaNjy8KuC46AFzJyWKCUL/+cgYludlQqVRIXLiUIVEsxjooVUrwQp+82CQF3zCiZpJer4cqKAjj3v0EG2enoLwoHxq/gBb9jYkSQV9HKthyvZ/QqTVU4buP/gapRIpuI8bi5K6tgAToO+UpaH0DoA4IwPBXP8CRT1ayQvbQhhU4d+IQxr8ndHOpUA6OjEZoVBwKv92F7B2bBZ0LN8cUAPNB7z39GVY8+/j4iKZ5vr6+uH7pPI5v/hixDyTBZbMwKCBcgFKjxd33J+Hi0QOIuX8Y9v79RZTkZmPPy09i3LufQKrzZY0Q7+AwPDDvZdSVl7BufHCHaPi3i4BG74PuD6di71vC75NqeHPXjaY3vVKnN+HR07OhVCpx/fJ57H3jWZQX5zNv9dvx1wreJYEXTGwuF+fuTWdTCKEYFZ61zG0bRM8aTdUI2hwacTd7xggRYaozCrnNVI/AGxzbYbdzSZ9Js/HLwa+ZKO0D815GXV0deky+i8Ew+QKL8jFtTm82nQaEqTs55dw7YRag8Ua/Jxez/M5PmaISBZhtTFIyamtrWRPmnpRp7P0hAWJCMCgUCkY3EKC16xiaKyFlBjLTVqP/3EUii0++QW2z2ZC9czNOpAnTqj4zFqC+vp79PN0/hVuln78XntxshULBim8AbMpF14hsRKkBcyNYK08z4hEhNpsNcQ+nQiaTMStyo9Eo6Ew1NIiQHETjVCqVTIS1trYWcrkc1ppK5mAVFtMV96RMw6FNH+FE2mq4XC4MmrtI1Gix2Wxo1aoVa1jZbDZGGaHikppynk0hiUQCjUbDGgn0e4SoNBgMDPkglUphrr6OI2uWC6hQjTdr/hDEmfQr7HbBFcSzsKXjoJ8lTndtbS27V0RDcjqdqCsvwZGNK2G329Fv2tNo2zHmhs/y7fjvjYEz5rO1GXAx+2WisyWMnsS0EHSBQWy4dCPERXOUZUJOHk1bI+TvnZ8KIpApU2+pNgbAeP+9UqfhaNpatO01AMe2rEXPlKnQe3uz+o+sXklw/oF5L4voa80FIUvryktwbN27YjeS194XNTOPpq1l9ZjFJGga0SBLExiM+JTpUGp0sJqMOLRhBaO8JoyaBIWPPxRyFaBQIjN9HRJGT0Jc4kiU5p9Gq4godB/9GEOpETKMp5Xl7dmKrB2b0SN1hqDf5s6TR9PWinIUH3w+pvDy8mL6NSHtO+Ch5/7GmpOt4xIY5YwGpDcKyilUf9JaQ+s4AMQmpYgarPT99Nm1v17Bz9s3ovvoSVCrw9h+wt/fH3XlJey607nFJqWgoaEB8aMmiYRN6Ry9vLxQdr6Yrav3P72ErTWPvvo+c/miBjZvEU7/JT0smUyGgU+/AoVCAW8/P3zz7qvMptTaUA+nsQbewWFsLai/XoYzu7eg28iJSFy4FAaDQWTVyj/bRGkl1L9Wq20imp8wZjIsFgsSxkxGza9X8PO2T9Bp2FjI20fcblz8LwQVl3a7HVKdL7OXZBzqoCCRBeXP2z5B31nPYsjC1/H124tFbhY8rz9+5AT0SJ2Be1KmsQeTEgTRRK7k/CyyMeWDaAdEDSDruK8//gcOb1yJ2orrkKm9kDBmMuxBd7AkptVqUVN6GQ5LA+JHTmiCsmguqHt99/1JrAnQ0NDA3EiApgUmvcgmk4kVsbSpkEqlSBgzGcc3f4y4EanwCghiSYAXBqJCr6b0CnJ2pTHLKWq2kK83ALZ4AmDwP7Jqiuz/IAq+2Q25Qi7qdvdKnYbDn64WFipDDfPS7jt5LryDG+0FaeKmUqngF9YWbTonoLwoH6bqSpzcle7+riEi4VD+XgNuuNioSXBazKg8m4cj3+7G1TNZ7N/JDQUQvMHbdE5AfMp0KHwC0P+pJfDy8kLllYu4fOYkSvNOCYsghEVZ4xcAh82GzO0bmzSi7HY7Ss4WQqnRoVfqdBGfmmxFaZHT6/VMVVulUuHRVxvpFHzE9LsPADDu3U9Ei/LgJ19iSBuyKZXqfDF22TpkbtsgCBPq/WAzVDGIZHOTFx6C6nS5eaxaLaNt0VSS7k19fT2Ob1mH8mLhWl7IOoKdLz91Q2rN7fjvDd7ZgoQM+Vw87t1P8K8Vf4e5zgBzgxl9ZiyAVqtt4i5EhZPVakV4Ql9czj6G6EGJomkz5bKsTdsZBSTsBkUsecDHJCVDIpHA6XSiV+p0lJwtxI9r34MEEtwz8QmoW7dlE3Y/Pz9Ul1zC9x+/DbvNjnsmPoGgyKgWmxZUuBCsGAATEuYLTMrHAW6oKU13FDpfVriSawkvImo0GplQItH6YkekQCqVInrYGCh9AtC+z2A4HA44HA5oNBpWSPL3goeu0qaWNv2k10FCndQYoPfb6XTC29ubNV/ILpQEi6k5Tveft//kC21qVJCuEgmB8jQco9EIdVAoBj/5EisW+aDPpmeFcg9P1bBYLDi++WNmDTrs1Q8g8/YVTWt9fX0BoImSP5+PKQ8T9YWaHNSQ8ozmGgx884nW0iObPkbW1nUw1xmYfXlQRMfGxpzJxIYDfCObPpM2IwDYvSC6D10P/t4cT1+PHPe6rPXxg8/cRbedQv6CQSgw2jSNWLwM+fv3sfqL9CwInVp8+ADU3noMmrUAB9d/cMPamKxSuyUls8YG1VUkAlmen43x721ssTYOjoxGQJs7EdoxDr1Sp+PAquXI/HwjAg5koPLiOdjqalB99SKru3qlTkNteSmCOkQhevDQW3pmbbVVIkF7TzcS7+AwDH9tBc7s2sJqVLVOz6gpNMgil7e+s56FtaYSEoUKtVcvobwoH3UV5Tj08T/QccgoxAxLhkwqQ9+Jj+PQpo9QcfEswhP6Qhd0BxMPJgQvCflqtVqRiLrC/e+1tbWI7P8gzmf+hMj+D4pQ0p71FtValFubq40JKUYICMrtvN4UIM6lABi6kb5bHRSKHpOfgt1uZ99P+xcaVJlMJkZTl9htzPJTHyI0MOgZCImKYwhE39BwPDi/kXZBNQDtnQCInPCo4e6p42Sz2Vg+v+G74RaOp7wePWgIsr5Mg6m6ktmUqr31SBgzGVrfAJzcvAOZW9YI98+tIUX6JHxQbVz447d48Lk3cOX4j6J9jMPhQL/Hn4Nc74eeU56GVKHA8U9WInv7BpgMNdD6+CF+9CSERXT8S+bjv94Z/c6gRR5oVLQnu7Hc776CseIagiOjYaypwq/nipD79Rcoyc1G/v4M+ISEitwYQjt1QdcxU+EVEASXu8tIL7ZWq0XCuJn4tfCMILg27zFmB0TBQ5u7U+IrL8HRtVvRttcAVF8vx6/5p3D9XCGkUil6T3+GFWp1dXWssOg7ee5NmxbVJZeYXseFI/sR3jlB0MyY/wp72UvOFuLQ2vchl8txz+gJyN+/j2l+WGsqmbtEt4eTmUDT0bQ1TL33wUXL4RfWhiUlXjjGZrMhd086srdvYH7FPDrEc7JO09R28b2YXgUlDGoWOS1mposRnzwNAe0jceHnw6i6dB66wCCEx8Zjz99fRFTiaPi3bsvsEWnCNHDGfGbxSigIHg5Jwk9Aow9yt6RkNvUlRIjnv5/c1eh4UV6Uj5L800h6bQV0QaGCRkhgMIa/tgKF+z5niyDBL03Vlc3Sferr60XChUajETKZTNRkomK+uroaUYmjGZ/wZiJ0tCjnfJnGeIf8JoJg0F56P/SaNp91pk9u3oKS3GzIVWoYK65h19IFSH1/M5S+AcIU2NYIvbNarSK3HaBRbE6tVrMFr8fYKZA67Sg5c1JwDLlQ7BYA++1aJLfjzx18Lvbx8RGJrQ6cMR86P38c3rgSGr0v7pk6D3a7Hdn7vhSQGN/thV9ENBN4BICLx35AWUEOzny7B34R0azQIv2i2PuHwW63MxisJz3gaNpaJIyZjAfnCw2CsvPF7kLLhTO7tiA/43MAgMRph8a/lSBkfGcH0TQOAPQBgWgX3TLtjAqXqPuHo8+k2bgnZVoT3RcqmORyORoaGqDT6Zj4GFEJ+CYHNRqJKgIIG3LKxQHtO6DtwqWoqakRbeyJguApVKpSqQAfHxGyhTa1PLKEt5d1Op1s8+xwOFBdXY3KKxeRuycdnR8eB22rEIa2sNZU4qRbt8M7OIw1RUjcmHKzzWYTwXB5O26JRMI23oTaoWtGcGuaptIxU96USqXMCYWaJ/dOmAUAiBo6GkqfAEgkkmantbSmEaLF5XKxtY5HgxDcmmg8tyIISudIx03PQ8zwZEErw2bB4Y0rYbPZELJwKRO3JT0PQGgm8Q4m/AZDJpOx+0XHQo0bEn2Wy+VIGDMZUqdwXaOHjRGtCzxa5nb8NeJo2lqG6CRUQ/SgITiatgbmOgOrjam2IYeR5mpj3irVU0uMHDaCI6NvqTaGRKBlJIyahKNpawSUAwTdCwA4f/xHVjdRYyMnYwcA4PLxg2xAc6OoLrmEz54az5otvGYGCSTW1dVBofdHj8lPQePOFYOffAllF4qh8NIKgzs3NY/f3Pec8jR+eO9VAEDFpXMo/OFr1JaXQuPfCvdOmAWFj7+gZ+dwICYpuYl2ASBubPJUQwBMr+LUPmGfUvjtLsh+/AbdRk6AwieArRUABKRBWQlDMVqtvixXenl5wVpTiYzVb6NX6jR4B4exprYnFYJyJq27pH/DI9F4IWP6d9LNo9xD+YdqPt7yc8DsF1ijxmKxIGqoYBrQHJKRdxEDhIYK77zEUwP/nXxMuZj06ui5C4nsxLT5zHWCCLiFaKYjUtn5O51O1NbWsjXGWlPJDAgqLxRh//tLUVYg6P3R4CQqcTTbm/K1sZeXF+prq5G5ZQ3sdjuzcP+tWiR/9vhrnMV/MGhq5HA4UFVVhaqrl5C7Nx0xw5KZnd2VnJ9xetcWyFReiE1KgUwqQ6/U6Tj86SoGlW/TJQHdU4Rmg6eYmdVqhVQqhULvj+GvrsDeV55k02xK2jztoO/kufDy8sJP69+D3WzCyZ2fopfdBi+9D66fK0RIVBxikpKZbzFtJuNGpMJpMTORoJY2dAdWvYPSvFMIaB+Jzg+PY5MfSorVJZewe/EclOadAgCUFZ5GeVE+DJUV6DJmCv71xjMoK8hB38lzRZaevNtHQcZ2ZutDRSdNnWp+vQLYrQJ9Y+bN0SGicHe9TdWVCI6MRo9xsyDX+6HybB4KD34twMi2rEHlhSIAYAsqUVDsdjv6zFggUmoHhA07s+U0VKG0MAeleaegDWjFhJ8SRk8CAMZv43Uohj3/Jk7uSmf/zjdhaBN2JednlOadwp6Xn8Tw11ZAofcX+UEfTVuD6EFDEBoVh4A2d0Kl1TWLnuGnnbW1tWxzIuLP+/mxqZp/67YYMPsFmM1m1NbWMnE43jKRn1Yr9P64Z+o8pjugUqngcDjg4+MDmUwGh8MhmooqFAr0TJ7K0DcARBa0FosFXUZPgcvpAiRA17FTmyB5aGEkobr6+nr4hbXBqKUr2PW7fFrQIqGm2/nMn5oUObfjvzP4Z9pisQhUDxKJcwEDZ86Htd4IS30dDGUl8Atrw6bfMUnJbGEnl4OEMY/B6XQieugYEX3t4D//gZw96TDXGZC0ZDlrCJScLUTenq0i210AbPJBaIiSnEz0n/Iksv0CYKquRMX5IpR9/QUAIOL5N/HNmuVsXQiJ7oweY6e0eN52u5019aRKNfrOerbJJJ5s70iMkTbwvIAi6RgAYGhCXjOE/ky5mCZnVAgRcsLT1vpm94xvIhA1kOgM/OaZvjd3bzqytq6D0+nEgNkvMHjuyR2bkLllDaRSKR6Y9zKjPFAxSQUu/T0VwERx4MWi6RngNw6egpRkH01IQGoMkBUf5cj+TzwPoOXNOT27vKAbACaIxk/qpFIp5HI5Q0SQrofncRKEmSiWvI23SqWCf2th02IoK4FTKkfU0NGMZkU8ajpuEvukySIAhsih54kfLHja0tIaMmrpCkaN4q8f0MgD/ysVzP/L0St1Gsx1BtSWlzIaLQ1yCGlKm0uFl4bZolKzoCQ3G4HtO6B9d8GuNHP7RiaiSfn1fOZPCAi/Ezn7diAucSQTqmypNo4eNASlBTmoqyhH5ucb0XHAQ6zG4+1ZmeYZCWF2iL6lwc3hT1czxCwvok/DNB4pYLfb2TtnsVjQYGqAxSqI5PpKpSJLT9owd0ueBi+9D8w1lYLwsnv9KMnJxNhl6xDcPgJBcxcxS87f8i5RU4IEL2G34kTaaqHx+NiTbM2gyN0ruErJpDL0nPI0OyeJRMK0pQDggXkvs1ysVCrZusOL7lPO9bQRpbxCDV3+nHjHC8ol2lYhUOv0KCvKE/TdJs8BTAZ8s/YdRA8aIjRF3Bv45q5Pc7Wx0jdAtK7ytTFRccgq/Wa1MeVKor+YjYLT1n2PPwuZTAqL0Yi87/eyhkZYTFeBOsk1b3ih4x8/WoayojwEtu+A0Nh4dBg0FJeP/4heqdPhHRyKB+e/wuptz9p4+PNvorrkEnS+/ug4ZJRIBNrT5fG/Of77z+A/HDRpoUlfVvoa5O7dBrvJhFGvr0Cet/ACqX38UHe9TOA4zXkRXl5e6DhkFEwmE+5JmYY2HTuJxMF4PjWfLHxDwzHu3U9w+NPViBmezDjUABhyIKLv/UibL1BUWkV0RHTiKHQalizAf91wMnI64XlcAeHtIJPLkLl9IyxGQUiJoGRMBXr/PpHFaOu4eAS3j2CoA0BAWlDTgpADlnojyovyUVZwGtlb16GsIAehnbo0sZv0c7t9CAvPdHjr9axgBhphxEc/WXlTvY8bxcAZ85nCc5vOCYy/fvLoD2zRGvbcm4xu0m2EgAgJj43H/jXvoH3vgSzhymQyhojhFZCDIjoyIZ/owUNx+fhBESKkOQvU5pwu+OviyY08s2sLQ0zI5XI24aDGT9/Jc28obsmLL/m3bsueZX7iykP8GirLcXLHZvbz/BSWoGu8zZ2nrVJdXR2z5vP29obVahWhMGw2G7S+AYLTy+p3YKk3QumlZXQnl8sFfUgYhrzwdwBgLjv0/BJqxMvLi00FaYJMdK6kJctRcrYQx7esQ4e+D+DHf/6NFTm3IqR6O/7cwedim82G8IS+OPPV52iorQIkwjuk9tYjc8MKlJw5ibCYbug1aTb6P/E8c1qQSqUM7unt7Y37n14i4qoKxZb7CzkFdj7n0fsXHBkNU20NMt5/A7l7tyEucSQrvA+u/4BN9ciat8fYKaivr2cw3QFzFsE/IhpOuRw1NTWMQ8zbutJ712X0FKi03ug6coLIuYl+lt5L0kXgxUx5Pq7n9eQbGGq1GmUXipH1ZRriHk5lekTUWLdYLKLmx63eM9qUO53OJmKX5NzB27D1nzQbapUaMW47aGpsxCalQKlUolfqdIa+8bRabc7uDYAIjeLZXGiO+0vHzSNZCL3IU1J4MexbEQflG0T8/eCvE49u4JtQROWh3+d/jmDinvnYaDQCGm/0ni5oN0mlUjbdpPMhETzK1zSooWfJbDY3aVqYzWb2/7zFKwXfVKIGCTWggFsT77sdf+5g+ZYsH/0CGMpi4IxncDRtDcqK8iBXqWFrMCGwfQRCo+JQW3aV1Zftu/fGo6++z0Qyw+PicXDd++g/5Sk2SHK4EVkqrY45xZmNBhG1lGgmfmFtGEVF4xcAAKgpvdJY97lzseB8sga9UqcxSnT/2S9Arvdj+jWe1DN69jsOGcXEKbslJSNj2WJWR/OWltQ4pXztcrmQvXUdcvakw24yIeL1FaLrSTlAqVQi4vk3UVdeApVGB4vJCBdcKMnNxvH0dYxO8VtzMSBQ1KxWK/QhYRg0dxFc9bWC5enwZDidziZNhP6TZkPjpUH8qElwud9p47VSnPriM0QNToRUKmX5uDkxfmrw8rnYM6fS5vlGGgzN5WKiMVLNnbFssag2lkqlLdZ8fGOfvuMPqY2DgqCf/5pgU+1upFy7UAxTdSU0vgHQB4UwDa4H5r0Mo9HI6PN0HCQh0L57bwya9ypMJhPu7N4HUs6t6ka1MSFD+4yfAYnWB2Xni5G3dytik5KhCwpl1Nv/9rjduHAHL1BDhREp4AJgi3W3URNRfOwgygpyUHwgA74hYbhn6jxh8hEYjL6znoW/v2DRxIuy2Ww2XL98Hmd2bRFeQpUKxz9bg9gHklB4YB86DhkFud4PHYeMgtkoTFW6JU+D0icAh1e/jbKCHGj8A3H9bCHaJfTFHXdFwmg0ov8TzzPl79raWsarpheVCofyswXI2beDeT4f2rCCnQdZjIZ26oLek+aIUAcA8OPa91CadwrBkdGYuHILs+GpvHxe4JdFd0Z04ig3p9nV5Nr6hbV1QwvXCBaGbuEwmhTxhTkkTX79puEX1hYjFi/D3rcWoZsbTuc01jD1f0Jw8HSTdt16IWPZYpQV5ODwx8sw5OV3oWt1h8h6i0TtKFF4B4Xi/qeXwNvbGx17D2CTJ7lcjgOr3mGbmxbdTJo5dr6xQ99tt9vRafhYOJ1OtO2SgIPr3m9RIJTElwCg17jp+HHVO5ArBG9uHn1AIrTffvQ3ZO3YDHOdAfcvfJ3Bo3lrLWrkSCQS6PV6kUgfJW2Xy4Xq6mpWBJN1nsFgQEPVNZz8fBO6JQmCpFablU0e1Go1HA4HEziiKSA9v6TMr9Vq2fNIAn+0mAFAWERHDJzzImw2Gx58SXCY8Gye3Y7/rvDMxYDwXF3JPISG2iqEduqC7ikzYLFY0Gn4WPxy6DtcO1uAygtFUGi16D1N2LTR88pPUagR4uXlxTbRA2Y+A5VOj97jZqC2thbWmkp8+fxMZs877Pk3cfJLgd6VtXMzOiWORvzYqbDV1cBYcQ2B7SOgbxUMe2Q0hj33JkOcUT4+5aYTXjx6AMFua1G+kGpoaGDoD/qvf+u2GDjnRbZB5wXGeM0Byv1E76DJEp1bc8Hrh2R+tgpZOzbDZqpH0pLlbMNMBZ5n8+NWQqVSwc/PT6TxQFoMzTYRfHxENnyEzNC2CmFTMaIpKJVK2Gw29l8+L/HPD+UHmgbealDRzIuH0hRVrVajpvQysj7fhL4TH2/iWsMHX9jTQEGpVDb7XTTps1RXIHvnZnTodz8uHv2BNZOoWaJUKpndrEajYZsjQjvQudOaT99hq63CsU0fIX7URITcGSl6nhoaGqBWq9nzwlu5EvednjfATdly51+j0cgoOw0NDU2aSnTfbySkejv+O4IXBOyVOg1moxv2Xm9ETsYOBEdE4WjaGoTHdoPGjToTQoLM7Rtx4efDqLhwFhq/AHRzNyeJ0pCxTHAxunQ6k2lERA1MRM43u9B73AwY6upQUnCaDc3iEkdCpdXB4nbJKy8ugN1ihlylZojbQY8vxP6PliGgzZ3wCQ5l33NowwqGgirJzcbZQ98hoEMMy7tUd3jSHjSBweg1cTYK933OHFQoSOBzwOwX4O/vz/IF1UgSqfCelRfmoK68pAkSlM/FdruDaaCRYCkhQoB/LxfTHsRgMMDLywsqX1+2YeZRBKyJ4OeHxIVL2dolkUhwZnc6c6ga9twbAMDE3XuNm46SynLkuJvfQUEdAUCUPwk9QfnuVvOxKBcHBTH7Wp4m1KHPwJvWxnwuplq+uWOg2vjHTR/iRNpqmOsMkCvkcNjtuGfibGg04f9Wbdxn5kIc+ugtPDD/VQS1bY+fNn+M+FGThOOqrcLx9HWs+aXVatF/2jzIVF7oO/Fxdkw1pZdxPH09eqZMhe8d4aw2LrtQzGzPvb07MltfQEDFFGRsx8/pa+FwODBwzot/mVx8u3HhDk8+tU6nQ319Pe6d8iRkKi90HTmBiZ49uGg5MtNWud0YBJiyb2g4AIjEaujFtdZUioR9CIJ6Im01Lv38E8qL8lF9vRz3PbMUmsBgdE+ZgfyvtrE9fGxSCiRSCSL7PYjCA/vQbdREEQ+MrHToe4i/JpfL0WviE9D5+qPtPf1RsH8fYpKS4aPXw2KxILxHP1w8egCR/R/EuZ++Q9eRE5gTBr9pIJG1Np0T2Iac33D3GDuFKatXnCtsFqpP3XJDZQX6PbmYcd4Imtw5aQyqLxWzhe23xsldW1GSm42Tu9JFfMqW9D2iBw1B9p6tKCvMwamdn2LgnBeh0+nYxokXhaRkRF1vSuxWqxUw1bGJAn+NbjV48Svq5kt1vkyz4vDqt5mOiqfWBwleWeqNiB85AfGjJiFz6wYm6CeVSJlXOO/iYWsQCkuJVMI459R0oKYd8fzMZjNTmyeqk+eEkDrW9N7YbDYc2fwxstLXiezRVFpvYbrgXsxoESFtEQDs+QPAmiAAGJeSX4RocTMajfBqH9GiMvjt+O8Iz1xMhV2vcUJDivIUCZ3d0akLrp0tQOBdHREzvDF/EPXLZmu0s/SE8Gu1Wnj5BzGBq/r6ehzZuJJxaUOiOkMbEIzSwhyUFeUhpGMcuo+bAZVShd2LHgcAyBUqFBz4GgBE76i1phJHNq5Eu54DIJVIETciFXq9nkFM+eeY8gsJF9M6wlumUjgcDhFEF2gsuvhpkMFgaLZQ5CdZVBRbTEZ88+6rTESMGvU3an7cLOi6/3quCNk7henVHXdFtvhu8voINA0khBVPUyDkBiE6ALBcTOJqBN8lVMtvCX4zwbvOAEDe3m3I3LIGarW62QkfQYidTidDMNAmwWAwiGDVnqiFU198iswta1B65meU5GZDJpNh8JMvMUcYmUwGq9UKo9HIpoA0YCDhOz6X0+TzmzXLGed5wOwXRGJ5lO+JMkg0lfr6ehGCjnj1fFOIdC88bX15qshvhbbfjj9f8NoWiQuXYuCM+TiathYdeg1A5eXzAAQef1hMV9a0CGzfAU67+zmxCc8DL3Lu6YoQk5TM6h0A6Nm6PeoqyrFnyVxcK8qFxi8AZUV5CLqrI9Q6PXNBs1vM0AUGITiiI84d+xHBEVG4kpPFLESpcRE9aAjOZ/6Edr0GQq7zgcVYB6fFDJuhChaHE5nbNqBn8hSEdYiC1WpF5ZWLyEpfA5fNCrlaqPmydmwWiaIDLqavwOdifsM9eNZCVJwrREluNn7YsBLDm6lPqEF4bNNHDLHbLSkZ+fszhAa7m5b7e3OxyWSCqaKMIXNbysck+ul0OtFp2FjBNWr8TJa3jqevYxtkm80miGdKJGj73Bui2liv1//bTWSgsfHCN8/IArTv5Lm4kpN1w9rYMxfLZDImAkpIOKLu8S4e5EritJpxcuenAAB9QCs8MO9l1JZdZQhFdVDoLdXGbbr2xORP9rLaOCpxNA5t/ggxw5KZSKjJZGKNhZpfrwhr58WzOLF1PaIHDWFUaI1Gg4eeETRRtFotvv1sFbJ3bIbUaYfvgtcZVbZX6nTI5XIMmDwbCoUCcSNS/zI0EeB244IFv1ECGotnudYHPac8zQoBtVoNxZ0dkPjCW/jxo7dwIm01ZCov3PfUYkilUiYcRou+j48PMrdtwIm01U2SHgDUlpeivCgf14tyYaooh1dAEH7evgFZW9fD4XCg55SnEdTuLjz84lswGo0IjIyBWq0WeN/uCU3v8TMAQJRMBsx+QeA/+whcLpfLhYAOMdBoNPD19RW4UNXVCI3pBgAIjIxhnDS6DnK5HNUll6BUKkXWoRS8ENCAybNRkiPoDXiKKVWXXGIbexeEDbHDWIOMVctYAr1y/EeU5p3C3rde/Lc0CkiQqa6inNl1BUdGNzt959WtjRXXENqpC+5JmQa9Xs8aFg0NDSJxS4LC2Ww2WCwWtrHnOWkEmfx3gy8QiEPocrkQ2f9BFB3+HrXlpbiYdQQnd21l51t+toDxL0m5OipxNH459J2g6SFpaj8GCIVFYPsOcFossNZUwjc0nD37dJ7l+afx4z//hj4zF6JN155NeM+0ueKbFnS9rFYrYoYJm8iuDz2CE1s34Nq5QnQd8ghDdgBi0TdPrimhT6jRRxtNQKzdAdwWg/srxY1yMTll8GJeZrMZg2ctZJxOTWAwgMZJL6Hd6urq2MJNedpzGkzNs5hhyaivKEflxbO4Iy6B0fSCI6PRulMXeHl54cyuLUIjI7ITgiI6IihCmDSZjQZcv3QeSt8AHFz7LrJ2bIbdZMJDz/+NNbTlcjnTKKBnluwyaYoOgD3L/LPOw0T5TTkVeIBYP8FTZJSaFpVXLiJ3bzq6jUiGSusNs9Eg2pxcKsxlk5zfanNZXXKJFce5e7Yga+t6uFwuRLzwtyY/y2/gacNLKAVCKlA+os07L5pGOhykI3Xll3yc3LEJ3UZORLvo2H87H3iKdAPC89Fp+FiYDDVoMNTiUsEZ6IJCmcAnLz5H50F/BgRKBjVD6P4QmkEmk6HLI+MBAHEPjMAvB79Gj7FTWBOGgtc04bU7qCgmepRWq2VT1F6p02A2mxE9bAykbp49bYSIU05IG/7PZGXLfxbxpQn5YbPZmsDC6+vrb+fiv1AQLYJqKapTgiOjUV6Uj4A2d4rc3yz1RkF480IxACA8Lh4Rvfqj7nq5iOufuHAplL4B6DnlaeZaxOfjrE3bca0oF9qAVgiOiML54z+i6PD3MBtqEJc4kuXeh+a9jAOrl+PcsR8BCDm444CHUFN6BeGx8chYthjmOgNKcrNxYMXrSFr6IRN29tL7wOl0MkRB2+fegJ+fH35atQy5e7exYyEND7oe5ORGqDjPBinLxz4+GPfuJ0I+bEb0md43Q1kJjNfLEBwZjf5TnmIC7wDQZ8YCXL90HodXb8eAybN/c21M64nD4cAh90S+pXxMjXXSDQpuH4H2bpdFarKExd+L0J8PI+6BEXCpNbDU18FYU4WLWUeQ+91XbC3m83FQdOxvOm4+PIVhzXUGmI0GdOg1AKGduqBNz/6wWCwou1AsoD9GpMArIFi0plgsliY1o2dtbDKZ0P+J59H/iedhqihn9UKv1OmoKy9hLnlWq5XR8WiQcKu1cUHGdmSlrwMA3DthFuRyOaKHjmHoyTO7tiDb7ahDVFVCvFtNRhFyh2rjkjMnYa2pbFYoWiqVwtv7r5WP/zpn8juDn7JYaypxPH0dYkekQBkYwn6GOn/EayNnBrIL9fLyYrB5Kh54WJOnqGLiwqW4mHUE508cwvWzhcjZlYaeU55GzPAUSKUyRA8dw14Imn4JL9tlnNi6ntmGAsA9U+chZrigexE1dDT7/tqyqzi0eSV6Jk+FrcGEnzavRMx9Q5kjiEytZcUOIBRXtDGHydAicoHvgpLzxO7Fc1jzgpSizXUGociPikPXsVNht9tx/DPBbcThdKDNgqXoNHwszp041Gzj41ZCpRUWjprSK2xaGhwRJTrm5jbwpEfhHRzKikmNRiMqOm02G/z9/dm/U3FKVBfipP07aAs++AKBh7Wf+WY3yovyUV6Uj/MnDsFYcU30eyGRnRAW243pR/hG3I2H/7YKBW6f6qNpa3BowwrmCX726A+ocBcVFReK4XtHGGtA0UbPeK0Ue1+eC1N1BQ6vXobYtG9FKCIqeHmhN6vVyuCS1MnuPe0Z2AxVqLxyXuTpzk+IiUtKn0H8a29vb/bcUzFNYq48FNFzQn87/ruD12Kora2FQqEQwTw9xQb1IWHoOeVpVF65iCNrlqPbyInQtG7LeLtA44aPn3LzGy56buRyOfQhYfBudQcKv9uLU59/grKCHIRExaF1dBf8vGOT0HSTAAmjJsFiEuDSCaMmQe2tF+DIMjl6T3uGFU1KlVC4EJKJJmdqtZpN4zUaDXvGaSMsl8vZtIwKImqqNid4yFNs9Ho9y1d1dXVNuLmeImyGshKotN6IGZ6M65fOM32PlqxhbxREW3M4HYgZngKn04Vuoya2iPzgRc60WsHClShiPG3FbDaLKIZ0fQihUZCxnW1CIuK6/qbnjg/PBilRPhV6f8hUXsL5SWW4d+ZC9js8zYZ3LKEmLW3MeJ0r/vlU+QWi55SnodVqcVePPiK4NjUrgEYVfs/mAK8lQugJnU4Hv7C2GDR3EUwmE6RSKSu0eXtDPz8/1NXVMe0RysWU2ynfU8Oe4PX0ec2hU27n4r9G8FTf6EFDWD1bV1HOhiaEGIULzC0ksH0HyOQKxCalILjtnVg94SGYqiuhCwxCr9Tp7HmiJqzn0CL2/mHIyfgcxoprMAUEAQDMhhqRI0l4XHccTVuDbkljodbpUVteisztG1lT5fuP/yGyXi3JzUbenq3o4x72xQxPFpBK9UZYTUZczDqC/P370HXIwzh/9AAqLhTDr3U7AIJle9bnm6HU6NBn/IwWkQt8LvYODsPAOS+KnCv4fG63CwLFBd/tAQCm9UHOd4c+/ofIFrs51EZLwdf2UYmjYbPZmuRjHmVMKC7So6grL0HGyr8hKnE0Qu7sAIVCgeJD36A07xR+Ofg1Hpj3Ms74+jPENTVc+s56llmM/958zNfGfmFt2FpbWiAI5ud//xUCI2NwfMs6ZG/fgIaGBtw7c6EoF8vlclhqKnDs09WIHzURuqAgfLNmOauNe098Anc/NJJR7VR+gbh/wessjxGtKfCujmioq0Xtr1fhGxrO3EButTYeMHk2AMGZSuUbyETvKR/3GT9DsCV3O9dED0pE7nd7YayuQub2jez5O5q2lum1lORmY+vCqRj23Bs4zLnreaKl/ipxu3HBBS26xzd/jBNpq2Gz2ZiCOE3piENE0B5yZiDldOLJUVeVKBI3Ep08uWsrEzjqO/FxSNVqyDnHB4VCAUPZVcZvatsxBj9+JHTk4oYno8+k2YhNSoGhrIRtVJW+AbDWVOL7d5Ywz2xKXoc3rsTZowdQXpQPk6EG/eYuZudHHUJAKKR++nS14J7RjOgmIO6C9pmxAAq9P5KWfsi6kqQUTUiT+FGTINHqIZVK0eWR8YLF0/BkBvlOWvohvnh+htAZX/UOozjcLKpLLgEQNhLdRiRj19IFKCvKQ2lBDnYueQoDZ84HANaEoW69b2g4vFsFA2ikINDkjASHyB+bL+6oeCOqS5fhY1Fy5iQs9cabure0FJ6UEYJt3zthFhyWBlw+nYnrZwuh8QtAm84JAIRGzYjFb8MvIhr19fVMVE8TGIx7Zy6En5+fKOkfTVsDU3Ulm1YAAurn88VzkTBuJkLad0DNr1fwr9cXwFRdAW1AK4xY9A+RGjYFFfSXCs7gx3XvQwIJ+k57Cm07xrDrxYscksI4/7sARFM/WjRIa4OKYH4jxk81iUoAQDStuR3//cGQFu4mYn19Pds0SSSSJhx8ElK21Ndh4NOviKC7Op2O/bzT6WSNNT74zWH8qImAzQqLyYjgDp3QxW015qX3QW15KWtWUJiNdYhPnQ6z2Yw2PfvhyNrl6P7IOOj9A9Fj7BQYjUY20ZZIJGwjTFoAhCYyGAwisUQ6d3rmKe8096zz7wsAtpn31K1RKBRMEJMEMP3C2iAmKRnHtqyF02IWOOVRcc1OCW8WBMvu+tCj8G7dlhWQZAdOzUqC11JxKZVKIZPJWMOCn/gTAoAvEC0WC5v4X798Hid3bUG7Lgk4f6wT6q6X/a5czOcnz4YXTckiH3pUsA/cswXxox6D+o7WkMvlrOFKGxfaDBDNkO6dp8AoNeUIhUabOrK4JbTEjegXnpoZtDH08/NjjTN6Bj3RRnyzmX6XcjE1V0icVK1WM8FQ/rkCmqKlbsdfIzyFwsNiuiKgzZ0AhKGRp+Uz/XtOxg58/daLaB0bz1w+xr23SdBJc2va3Eh0Mve7rxgidvjzf8PRLWtx7WwhgiI6IidjB8JiusJiMiLz840w1xnw6GvvY8uCqQAEKiw1lsuL8nHtbCFGLF7mFqNPxIHV78BqEYYkPne0ZhvhknxBT8NkqIFcIWjSqDRaZG7fiM4jUtB19GTEjUhldb3FWNdEdBNomouJ9kci8PzwS6vVostDj6Dk5DFGOSfh091vPtvo2pIyHVFDRzP04K0ET4EIaN8BgJCPZTIZqqurmzh+qNVqNjSje8I3ots/9yZ0Oh16pkyFRqNpQklo12sgLh49gJj7huHw6rf/Y/mYamMaZiSMmQwAiB6UiDPf7sHdD41ETekV2BtM6PboeHQclIhj695F34mPQ+4bwHLxkQ0fCkNLmxVtX3tfVBtLdT6sxqBzJ3dJqVSKhDGTYa4z4PLpTOR9tR1qnR7Dn3+zxdq4qqoKhrISYSjt3r/5hbXFcI4u7ZmPeSQ7ORBarVZEDEyEVKVG3IhU0d5r7LJ1SJv/mGjPBQiNCk+01F8lbjcuuKAHp9e46XA4HSLkAk0TBE9lO7o8MgEOYw1++mwN4xXlf7UN8aMnIYw2hLW1aDA2+vd6Bk+hCI/tDoWPP5xOJ6quXkJBxnZ0GzURQREdcXz9e41Qto5vIO7hVDQ0NCDu4VTccWcktFot9vz9RZxIWw2VSoVeqdOwdeFU0SLSHD3l8ulMVF29BP/WbZvAr7VaLWKGJ8NkMqFH8hQALux8+SlmQwiAdd7JCxkA1AEBGP7aCuR8mYb2vQfh4tED6DN+JvzC2rAJklQqhcovEL2nPyOystOEtEbr2HiUF+XDYjJi55KnAIngGnKjhMcvmH0nz0W7+F6YuDKN/R0hC0j0SOMXgNKCHFRcKIYLLhT+8DUsRiO8g0IYvI0mU83BXWmDzYtG5vxrF+NUVl4+/7vtOCkpOZ1O9J31LPQhgi3rpZPHsG/pPJiqKtCqfQcAQOEPX+PkrnQotTrEjkiBNihIUJYHYCi7igPvvcLumV9Ymyad651LnmLok4aGBjz03N+Q+dkqlOYL0LRJK9NviiI5szsd+RmfAwB8WwWhbUdBwEkulyMrbQ2DubUkWlpXV8c2jTRJJ0E/h8PBeIQ8MkqhUDD3m9vTvb9eEN8z68s0RCU2+rTzrjMAGn3X3RailnojTBXlKMjYLgiGufMxj6DypCUBjc+gXC5HwJ2RkChVyPl8I0Ld9JCwiI5ou3CpkAcBQNKI9JKqVFDo/TFo7iIc+PBNZKWvg8ZLg16p09hkTh8SJipQSF+ANn7UtKAJETVQ6Vkn2gAVSTU1NSKLTx5JQkFcZdJboI21vFUr9J31LKNiOJ1OnNr5KbK3b0C3R8ejR+oM9B43A1KdT5MpYXNoD4rqkkusePrl4Nd4oFvPJg1Hi8WCqquXkP/VNnTo/wDO/vitSMFdJpMxdKHZbGaTfdJyAsT2cTabDXl7tuLwxpU47bY/LCvKg0qjg9pbz6ZP/27QJoSGEnq3IHfllYv4+vX5KC88A5lMztASdeUlbLPA52OXy8XuGW0YCIUhl8vZufKNCx6VoVarmUPOjYKgyZ6Cfjw0nZoUN7qHVFBTELqCxMqpwUz3iRCmPD32dvy1guqG8Nh47H7zWWYHT9Tno2lrUJKbDbXeF7qAVug/5Sns/3gZAKDyQhHk/6+9L49vssy+P9nXpk1baG2FggLSUspmwbIo4M7qCGUp27Cj4qgg6uioo4zM+MNlHIfvCIiIKIsII4vFDVARECsUShcsICC2ttg1TdMkTZPfH2/u7fOmLbTO5vKef/CDNE3eJPe9z7nnnqPVslE6EEDm8seROCIdBns0f25E+Hw+TulLunEk8vdmwmC2spqWHmvfquelHwgawlE9rrhwDj1uGo1h8xexiXx+cBItEiwGq+S5Ra+v44AbkL/nPXjdLl7/bd+lOzqkXIvr59wPXXgkLBYL9/MBn3TPCf1eE+kYWosBoPaHEhzZsREpd2TA2r49tFotDnz6gfTaNBqUFOQAAEe5khm1tf0VvIZQWVl52fVYsTdWq9VIWLJUphwmZYXP50P5hXM4uulVaag4YRYir0zgONAeoyeyl0fJ2VPI27kZaRlz2KgTAMJiJNVjfX09OvRKxZ7nn0DWO43Kl39Xb0y12GSzY9C8ByVfto5dZLV4yMx7ceHLz5C1cTVQ75X1xvQ5oVoMsw23PPCkzJuH1+SDxBoAHgx7ap0oPZWPmG5JuHHOfS0moxDUajVytm+Qnd+AttXjA2+uYo+iPndOQ872Deg+7HY4ystQ56hGyfkziOp8DWK69kCPobfi09dewjU33Ibq6mqExcT/opQWBIW4EEAsWdX3F+B2OHBozV9h0BtgtIZh2PxFCIuJR1SHThg490EAwCd/W4rjOzbC46yB3mJF1sbVUKlUiA+yaZIRTH2Lv2/fyhckw6Guieg9YVbQZbYcHzyzGCUFOTAYDEhYshSDps5jKdsP579BWPs43HD3I9wE15QWIVDvQer4GUgaPoKLFUWXiisqNNGnYv7BM4txx59WQBcexbus9GWMiOuAwfOXwGw24+Dq5zmm1RhmAwA2yKF9P7/fz3Jakj/F9+zHKgBRZkoNFqkWaPqUOmU+zLYIuJ0O/n3fHs9Cx16pnE4BFaT/3rGZFSXxyX3Qf+Is/rJOXL4Ge15ZjgaPm7PF6UZAsYVRHa+S2PgzJ5GzeyvcTgc0BhObmwJoYtImGuoVnSrA4U2vofvQ2+B1OVGSf/zfEsdJO3zOqgp8f6YQUR06ofzCOXy+8v/BVVHWhIhyOx04sG4Fzh05iCkvvg5zdCzq6+tx4K2VbC5kDLNhxJKlMjYXgCzF5eLJEyi/cI6b1tauviTfNBJnDn2Cdlddg5SxGfJDYfDxW3osmmaKe/16vZ4l4KL5JwBOEwg1TVWa5V8eiPjKemcdvv7sA1zZqz+u/c0UFH76Aa+n0WehqvgCLp45CQAw28JRkLkFB9/4P6keL34KlZWV3JjQZ078zIimg3XlpTiw6jlEXt0d5shoFOcdQ97OzexqTvJMyUg4gG+PZ8Hv8aDeUQFTVBT6jp8OnU4nq8WA5DskTsu1Wi0iIiJkKxMUX0kqvvDwcFZniIaVYjSn+NzFgz3VY5ro1NfXw2QyydZTiDTRarUYMGkWzGYzUsZmQGuzwxgkiETiofzCORx7+zVodVpcO3keIuI6cCRbIBDAAUGlR0appFRraGjgaR41c2RECQA33P1Ik1QMIjBEvwnROJmuR1rGHJz5cj+K844h+uruSOidCqjwb5HJUrpUqMLgxI6NKD15AvHJfaRI8uD1+nDVcziwboV0/3tkGa+6iWailF4lfgYtFgurh8SUEABtMho1mUxs3ika+hGJcSmTPPGzRMlPIumk0+n4/aE1GCLWPB4Pq4kU/LJAfcO2J+6Ds+wijLYIOH8oDbYgAaRlzGE1httRxSsa0Z27QqvTB2NSDQACrFYou3AORns0BkyaxUl8hJqaGpijY9Dnzml4/0+LUJx3jOOnSwrz0HXQcNjjO2LYvEUcZHfuyEF4ap2I7twVcYkp3CPFJaYgrntKs73x0JkLpYOjMNGPSeyF8gvnoLdYoaqvx1db38CQmfciumNnfn5EkBgsVlktJmUzpT5Qv1v1/QUc2bIOSSMnsCFjvasWeWE2Xr/pNWYyugwfidN734PeoEffsZOQvycTyaMnQWuz8xCVemVHSRGOvf0a9AY9hsy6j431qR7ve+3vrI5JGj6Cjd9t0bGorq5mXyBaVTmxa7P0mqxhslqss0Xi+rseht/vxxdrXsTBN/4PANgok8zkxXrsD/gBAO2uugaxib3+bb1xqLl2c7W4ud6YavGQWfdBpTOg12+myt6z8PBwmcoOkKe4fLVxFfLe24Lo4MCwtb1xfXUF/F43km/7DbwuuSL7cvWY+hQaIPcbPwMFmVv49agNRny1ZS2KT0rrMoNm3IMLJySz0pwPt2PAldLn9ZdYjxXiQgCZNp7NOoCyc6dl/6/4ZI7EFsbE47vCAmRvW48Gr9SE6A16DJu1ECqVCokj03kvFQAMZqnAXTx9sqlUKvi9uCKpN0xREvN6eOt6lBTkcLHZ9sR98LicvNOn0hkwYNb9ABqLpOiym783k4tVSxNuSgShIr7jiXsxZunf4a13I3PVczyhIh8Cagxdjir4fD70nzgLGo30u0mCRBFSAGTNdUNDg0zOTf4RVGBpggcEp0/B2KPKovPw+/1MTJQW5vMuFwDZf9NrhTmMbyJ6azh6p8+SSKDCPM70Prp9EwAETTQDCI+JQ9KNI5C/JxPVpcU4snU9Gjx1uPnBPzXZ2aUJ8MG3VkKtUsMf8CN763rodDpcf+/jqHdU4MiG1aguLca2J++7pFLkUqCfOb59IxAAfvPUX/F55hYuzOL7SkQUXY+3HvgtRj/9MnS2SG4wY7v1aFEqRjf+s0cOouybr5G1YSWun30fDHqJvGqNvC9/726UFOah47WD4HK58M7j90oTlinzkTIyXTjkySEe2EgySRNik8kEs9nMfhdAoxKDJheidFzBLwtci48cBACUnzuD8nNncObAHjjLLuKbrM8x5cXXuQnLf+9t/HD6JOKT++DWhb+Ho8YhqdLGZjRJoqAptkiIkfJAp9Ph6I5N+HLDKsR078lEIZGiRqMRX2xZzwlGxjAb1ydTZDSG3vP7JmlA8cl9MHTmwhblvaESfwD8XSBFUajnAiVI9blzGqKu7tbke3CpekzJE2q1mlM4iLQmx3LRQ0Zckct/723etfartRg8fwmTRwCkqG+1mpvtH374gf0o6PeazWaWGiffPAr5ezKRljEXYTYbT+4pEYbWKER/iNraWk7RoDjQsJh4jFn6dxzeuIaViH5nFfRmK5JGTUBVVdWPNowkEpVSOsgrpOeYyUGZ9ELZfTYtYw5PKCsrK6HVapkcove7uZql1WoRGRmJs3k5yN62Hr3vnApruyug0Wg42as1cLvdXPvJI8ZsNgMADyVCFUfijrsoXSaPEVL16HQ6OJ1OVluItVqpxb9cUD0+/cWnACSviYJPpCQl6o2nvPg63n/haVw8cxIRcR1QWpiPztcOxLB5i7jXPLThVe57K86fQenHO5v10aH+OXfnJlZsXjx9Es6yiy32xmJPKBELgTb3xqH+XK6yUhisYbKDvz0+AcPmLYLRamO1sRiTTI8rmkuT94JKpULPW8agKCcLNWWlyHpnHQoP7EFpYT4GzbgHV6cOQpf+g1FfXYGst9cyQR8az9zQ0IDcnZu4FovnAqrHSSMnQKVSYejMhdi38nlkvbMOR97dgDv+/AqiuvTg+yGtDqobpHvP0JkLERaM+KQeiwjMnmMmQ6PRsMqmOTP5mpoaXDt5HvxqLfqNnwFTVHvUOypwYvvGf7kWhyoV6P7VXC2m3lilMzTWYpudDb7pMVqqWbReV/btWZTkHwcAxCWm4Jrrb2k6oGsBWW+vxfHtGxGf3Ae5udm4cPwrxPfsi9Qp89Gu41U8TAiF2BtHxHXArYv+CG9VObwuJ1LHz8CQ6Xeh1iX5v3UeOBxnD+5FytgMfqz+E2cxkf5LhCrQnE4r9B8F9xl/6aCsZ4IpPAJ11VWcTT1k5r0YsWQpdj37GA6sW4F+46bBbItg2b3H42Emk6YRPkclr22QgRsVvx/Of4PP17+CgVPmwRjZDoFAACXfnMKRTathNEh7pGJmdHxyH0x67jVowiJkcX5+ZxUObXiVXZ2l1YDFl2UEQ9csAGlCNWjGPRiy4CFZ4RWbxuak+bR7Rk2PSqXipsfn88ni2UJ318kECAAbhNFOeunZ08jevAYGowG9Rk5A1rY3odVq0f2WsSj48F00NDSg/9S7EHHFlTKPhNofSpD59P1MAl1qTYGw7cn7kLVlHVLTZ+DOp17i10Wvuaa0SDZBTU2fAaPVhmtuuA05H27H4GkLkPX2Wv4MSb9Xnq5CDPXlyICND85GTuZWpIwYh8nPrcG5Iwex69nHMOrhZU1in0Lfy0Ez7sGgeQ/CUfIdsjasglqtvuy6DSWx9Bo7GeOXvowdTy9mb5bLeY3Qc7v9wT8h58PtnGzTJ30m1Bo1jmxa0+Ra+Hw+PqipVCpeCwkEAqirq+PPhCjZo8/SL2U15MfW1V9DPRZrMdVf+pOUU0Nm3otB8x6UyMqyUpzc/Q6vpYn1iNIo6HAlegvQZ8zn83Htqa+uwOfrX0GH/tfj28Ofou/46TAHHcp1Oh0+ePZR5GVuQWr6DAybtwj7Vr4Ab70XvSfMQmznrlCpVPBWlWP/ay+1uhYDktyYdqEjIiJ4tU6sj1SLPnzxKexf+zLfk0Ih3ovE75XYsEVGRjapxSaTiY08RT8KWhfwVpXj6KZX4ff7WVJMJqOiCZzJZEJNTQ0/H/rM0u+9XMMnNm7i911Wj4OqRgBM7tA6TXh4OAwGA19DALL3G2h9Pa6oqOBrERkZyc77l4r7DCVlA4EAGhoa4Pf7+bm1hHcevxdHtq5H3zun4pYlzzT7eb3UdXM6nWhoaGATTnrtZPxKMnbR04KeKxmKkk+HeH/WarWyz6RWq2Wj2J97PVZq8aXR2t6YVk9TRoxDeEwc98bnjhzE9qVLEBHXAXqzBQazFX3HTkL27n8icWQ6Yjp1YUWBVqvl3rjnLWNQ+OkHrMC1RLXDHc/8A+cO7cOBdSv4+fBg6t1NrLCV1ljm/KjeOLT+HFj1XJPeuKa0SBbR2VI99vl8KDi4Dx8//wRiuybBYLYi6511iO3WAyWFebJrRT4Lh1/7K77csAr9M+ZJfgjC+ll8l+7N9sbHP3gXXa+/GecOfYJOaUORu3sb/F5pzY7WowEgLqk30v++iUmL1vgXhd6bALF+zpWZ2wNgPw8KFqA1w3+1FgNN67HH42HT9ubqamgtri75DjnvbkDPMZMREdfhsus2b94/A8V5xxDXozem/vUNOGocrU7cos9xyi1jsfu5P/DZIWnEeJhs4UgeNQlRHTo1SZpprjf+fOVyHFi3gj8Tv+beWFFcCEjLmAO30wFPrRMGixV9x0zC0e2b4HE5YTBbmXVNSBsqeT9MnoOO3Xvwz7tcLm4UAKmZapdwFUY9/Ax2PfsYGwmRdwGxf2ph7znyygT4/X58tfUNpIwYxwZD9Hy+3Pwa0jLmIDw6VjK11OlQb43ALQ88iQ9ffEq2vnE52OMT+LklDR8BS3QMZ2qLxkJiJjMA2SQQaCQbyGGcJMHNTWKo6RGngCT7Fx2NVSoVVCoVbLHxuPXhZdBoNPD5fLj+d4/zh3pIt2T4/ZIkjSS4Go0GjpIivL90UZtIC6BRAt5r5AR+fSQfE4mB0BWczOWP48sNq1CUk4XbHlwKR3kZSgqON0lI+bEOv+LeeHN51fReTnnxdb6RqNVq6MKj2AG/uCCn2f1Cel2kSrl14e+lAhqcilzI+eqSqgvxuRF5E6j3oKHBj16/mQq/34+i41lsuGoMSiOzd7/Le/80jfV6vbJEF0pDENdIDAbDL5ZFVtAIqsUAWDKbNHyErB73nziLD8Pm6BgMWfCQ7KZN8vyGhgbZGhyZRHLdIeJ35AToI6JgstnZPKtDr9QmcWdD5tyHiHbtkXzTKBza8CqGzV8En68Be15ZDq1WixsXPIist9e2qRYD4JUCk8kkS3Cg5wmA62SP0RPh9/vZnZ/MI6mhowO8VqtlQ0VSC4j1mHwLyP8i1MiTzEypqbLFxuPGxU9zraaDss/n4wkegGZJi9Y2yQB4mlZdXc3Xn0zTKHGGmmSampHJJyWSkEKAiBtp3W45Rwr+mHoceqBp6bXQ5FYk/Xlf2uFo8TpUFp1H0YmjAMCeHvRayWukpZ8Vn5vJZOI4b1KwkMoIaEzZoehD+nsiWESVUmgyjWjyKqqBFPxy0dremLwfDBar7Dt1dPtm9gEDwH5kVyT3hcPh4DWsqu8vIG/nZk5+K8rJwpQXXwcAVt9m79iEIbPug7fWKeuN8/dkYtj8RaguKcKuZx9Dh579ZMRCW+qxOM03Go1sONwpbRjXYtGwlPweRGUGIK2DQwUpbeVUAS6eKkBstx5sJJ+/N5NXGw5tWI1uN9yKEx/uQM9bxgAAK7hpvabyh1KMefx57o0H/vYe5O16G19ufg05u7ci7/1tcFWWcxqLCEp5GXL3I20iLYDGe5Ner+feWFyvobpDXnlEBlBKHan6/p21GJB7HVEqR3PvpViLD+7cjINv/B98Ph8SR6SjILP5mFnqjclYns4RB559DNlb1l42ccvn8wHmMCSOSEdO5haMevgZHN2xGXU1DpQW5uKH09Jq68A5i5skf4n1mHrjnmMnc2pk0emTyNu5GT1GTYAuPOpX1xsrxIUAe3wCT9oJR7dvQk7mVvQbNw3Zu/+JLzesQqrbjaH3/L7FHWmVSgV3xQ84+I8/Q61SAyqgKDcbDV4vUm4fx94FFC0kNga1P5SgNGjOY7BYZc9HZL0HzXtQiq0MNo0ejwfdbrgV32R9jqThI1r9mo9u34yi3Gx89e4G3PC7J2SZ2iTbp+aZTCvJlNLr9fLUBQDH1FEjZDAYWN4PNE0JqK+vlxUUMjET5VsUKVRbW8uPRWZgfr9fxsxpNBoYDAZ8/f5WFOcfaxNpAUgrD0W52ch+fxsGhuyH7Vv5AopysxHTLQnTV2xsIg2m/c73nn0Utz72PExmE6erEHnRWoffyqLzuBgsagaLFYc2vMoSx+Z+ltjqpOG3B/8mwA3mgEmz8c3hz1CUm433X3ga4bFxSBp+e9Bd+3bs/MujEpuc1Btjnv47wmLiAABDZt2HC7nZKCnIYcKB2HCSjdJuaVFuNicQ6COicOdTL/FkzlVWinYJXRBo8DFxR9cqEAhg6D2/R/X33+Ho1jdwbfoMWNu3588KNTNmsxn1jgocXb8Rg6bOg/YXwCgruDRCa3GnvhJZl/vxLmQFDTO/P3caBXsy0efOaYju2Fl2066pqeFDtF6vh9FoZAM1lUrFtaOhoQEH31yFA+tWwOPxYMCs+1mmLCq4RAOthO7JSOj+TJMp5PHtkmz3608/wIiH/4z+GfPQf+KsVr9mWkmg3VtK1qCGhNY8AoEAdLZIDJh1P8KCaxziOp54sBT3dEW/HmoqaZJPB3GLxcK1X/Q1EPPpRed1arBC67GjpAi5uzYhNf230IVHtalJJpDSgyZPoQoBIpPEx6XPAN0z6DmazWbeLafDUGvqsZg0Q/HU4qG9pZ8JVWSESq4rKio4rhQAik6fxIntG1FzsUSKkry6O66ffT8/pk6n41SQUPIilICg95327AFwHa0rL8XBdSug0+mQOmU+dLZIfnxSsdB1FJNc6H0HGj1L6N/9GMm3gp8XmuuNqRb3GzcNu559VIqK7NwVMd2SZKuhogm9KTwCXdKGo8eoiWwwWV9fLx3Qqsqx88l7UZx3DKnpMzi+lPoPe1xHlBbmo77OhYi4DjIlaGgtLsrNZp+NwgN7MOrR/wePx/Oj6vH3Zwp5OHPu0D506JUKb1U53E4HYroloSg3G7kfv4chCx7C/lf+H99LdDodK6ZT02cg5fZxOP3FJ+zRER4bF/xNgSapLQaDAaMfWcb1mgZJYt1RqVT46B9/xpGt69l7QVQkkhoGkEiLztcORL/Jc6GzRba5HhPRTwbSQGNvTGa+zanpLBZLE/PpH1uLgbbX49BEKKAx9arHTaOQs3MTjmxeA61Wi+vvepjrnbeqHG/dNxWlhflo3zVR1hsn3zQSZ77cjw79h/C5TVzjodoPSD0ERY8bDAbc+dRLyFz+OHLf/ydiuiXBW1WJz/62FGkz7oYuPErmOaXVannwotPp0L59d8QHPxP0OfP7/Rg070GZyfOvAb+OV/kjIRZcn8+H5N+ko8HfgKRRE+DzNeagi42UWq1GVfEFNtgEJAdkKsIBBKTs6wAwPhijRIe0788U4oNnFqP8bCHievQO+jA0gkwb6xzVqCr+FrbYK7mx9vl8+GrbW7x73dxUvlkECyIRLzqdjr0nxFg6Mf5MnIrTvyfPCmLP6VAQKucFJMVGydlT2L9+BZJvGsluz2Ex8fyzgGCWWlUFAOy2T/u1VNSpwdVqtSj55hScVRXsOt1a0oKuL+0mE/tJoElCTJfEJo8Z6hnywTOLkfHC67K/I1Oi1rDJZNoa0y0Jw+YtRnXJd0FWf5nsdxNhQdMJuukBjcSWLjwSMdf0RNmZkyg9XYCc3Vv5332T9TmK846hfbdkDLnrYXyx8VWWv+kjonDrY88jd9cmBOrrZZMFMXKp37hpnECgj4jiqR4RJwWZW3Di/W0AJEOjITPvZU+RtIy5sEdG4os1L+KrTa/CZDKxASJNGqtLvsPn61fAWyuRHmq1+hfpkqzg8iCn+VOHPkVx3jF88vIzKM47BgC4ddEfZQc5MRVBo9HIInRNJhPXL7fbje63jwcAXDd5Du+FkucF/Xxz6w1Jw2/HmS/3o+OAGxCTcBVcjirk75Ei/Pa+shwd+qah1lWL6Fa+Pqp7ItlATZFoSEnRoaTEEOulwWCA0WiEy+XiqTogrW+IUl4xRriu4iIOv7UaaVPmAmjfxNuCam7o9J/qo0ajQb2jgh/DEB6Fg8GG0KA34LrZD8Bms7W5qaLa3tDQIJONimqA0McNvWeQ2anJZMLQmfegKCerTfVYTJohkoEImlBQPe4xeiITAmT8JvpOAJARMgB4Bz62m6TgjOneE5qwCH69Jd+cQkHmFvQcMxnm6BhZygutktDr1+l0bGJMK5p02DixYxNydkg+T0arDYPnL5ERLKLpcWhcdSAQ4PeBDg2KGeevE2Lqh8/rRlFuNqzR7XkdgZShoqKTDtT6CDt04ZHsj0K1+OjWN1iSTx5khza8CrfTgf1rX0a7YDqU2RbexKhW7I273Twag/x+lJ8/w/5DX217C2qD8UfV4+xt63lwRDGf1HP1GzcNCdcOZpWyOBU3mUzw1jqDZvKTsOvZR3nlsbq0mFUU9PwBSbGR+/EuJI+eJKsXw+Ytgt5sRcrYDACNdY7W86ITroZWp0f7Lt2RfPNofLrmJdww6z7kfryTI2SztqyDSmdoYhLdGogERGhvLCpiQx+T7iOi+fSPrcVA03pMZH7ofSC0FouRzTSgzAteZ7/fj8QR6TKl4eH1r0jnNACxib2gtdk5hjZ/726UFOTgwMrlaNehExMOpNDh9LLqchzduh69b/sNjAYjkkdPgs/nY+KE4oIBwGqXfLFCI7+rq6vh9Xo5phaQ7t2Dps4DAP480P3+11KLFeLiEji04VWW0N9010PQhUei88PLUFdXx80UMXriZOqTvz6FkoIcZjnFIkxRpKUnc1BZ9C00YZKrvNVqxbG3X0NJQQ7M9iiMfuTPzR6QKW+6Qa3Bzfc/wQ2JSqWCzyMRBM1FrzaHyqLzACRi5fo598uadiIoyMX44rkzOPb2GgAqXHvnFBzbuRk+nw83LlgCe3xHNsUUTfDcbrfMdLG2thbeqnIceHstF/5zRw7yIXrUw8/wCsEVV3fjRhmQmieSDKtUKng8HkluFoyNpUYxe/Ma5OzchNTxM9pEWvCO3ZS5CBit8Pv9cLlcLD0TXaSbQyh5sXnJbDasoh3LzOWPs9qhpV0+kSwj5+J9K5/nAk/yTAQkU6yys6eQePNoDJpxDxvdkYSeVnWum3439BYrEoffjtP7P0aPm0Yh7+Nd6NxnAD5Z9TwiEzrj1L73kL3tTZTmZ2P0I8uQ+/F7uOa2cRg4ZzG8VeX4/usTKMrNxvZlj6CkIAex3Xogvmdf9JkwG6ao9jAKkz1xYt1p4DB888WnaN+luyzdhiboQCMD3qFnP5kBllar5ZjD1PQZHL2m4NeJ2tpamKNjMPrpl3Fy9ztIvnkUcj/ahZSxGbL1NSIdaHWA/IDoUEeRdTQpMkfHoP/M+6DWalFV/C3279iEAZNmQ20wczxpc01e/t7dKM47hvw976HDoj8idcp8OCrKUXn+DGK6dEf2lrUSGffIsla9PnFVhEjalupxVfEF5O7chH7jZyAsJo5VagaDAZVF5zmCNfJKqcaIpot0rbxV5cgSajEADJh1PzdhtH4X2hTpdDqo1WrZ4fvz1/6GI1vXI+D1YNgDf0Ty6ElQq9XcyIu1tDWgekyRieJ7KDbRLcmDyVi6oaGBSXhxnU40W71UxGtoU06vmcgbm83Gn7cv3vgHDq1/Be6gIpOUK/R7SPZLviu0v+z1enFt+m+h1WrR9fqbceqzj5A0agLHHpIpatbG1QAaSenKykr2EzGbzbymSfdhuj50wKmtrUVC2lCcOfQJ2nfpjkFT5zeJVyXCWYyaptcukhWiWayCXx+oFg9b+CjgqoEtMhpJNwZX+WqdcDsd/B2mQ/+oR5bh6HvbkDRqAjQaDfR6Pdfi2tpa9Bs/HT6fD/3Gz4DP58PHLz+Di6dPYviCBwGtHh0H3IBzh/ZxEoiI0N54wOTZePeR+QAkj6QGjxvHd2xsdT2mvtNkMmHwtAUwGAwyQ0rqRyjx4eg7byBlbAbiulzDiRzh4eEYNn8R921E7jjLLiIncys/RtLwEayYzd+biZ5jJ0Nrs/Mh2Ov1whYdy3GjlIjl8/kkBYXJgtrqSpR88j40ej1OHdiHotxsfPraS4jrniINwRJTcO2kOUgcmQ4AbSIt6H3sO346VM30xkSe0J+hCCUvHA4H7DHxba7F4kCCkjjoHu50OtnIPRAI4NPX/o6sjavhdrsxbOGjsshwWrO8bvIc+I0WDJ6/BHq9HoFAgAmZAZNmw+OsQQABXDf9HgBSP+vxeNBj9ER8/fnHKCnIQdaGVbjhd0+g/MI5fLprE5JHTZKiZMtKWT1kMBg4ery2tpaJk6iOVyG2Ww+uxSJRTGipHtvjE/gxqR7/mmqxQlxcAqJ8STwEi6ZfoTfxmtIilJ6UlBadrx0ok9eRy23p6QKUFOZhzz+W4/rfPQ5AKtx6gx6AJPdqTjVRWXQebqdDmnJPnsMTNSYKaiX5ptdVi0uBpP60Mxga9RTqYP/D+W9kCpKyb07yxL2k4DhiE3uhd/osxF7VlUkKMgijyY/L5ULp2dP8OGLRJpkhTfK/zf4CGS+8Dp+lMYpPp9PxzYSkhdTM6XQ6LuoqdXAS1nQgdsnrQYQDycUB+eRTHoHYPELJC1oRGbFkKUsZSe1w6sBedEi5FsPmL+L1C1JPEFlGihuKliouON4k7QYAinKPAQFprWnYvEVQWyOkrOugcqbDNUmIuv8J6TqG2fHVplfR4G/Ayf0fo/RUPkpP5cukmfQ+nPlyP2597HnEXtUVE5evwafrVqDTdcNw4cvP0Of23yB79z9RWXwB2f9cjxtm3ANbbDyzwwDg9Xpx7uA+lBTmQaPXg3dLQkCF/NPXXmISi/w4WvoOKvj1gepS+/Y90SWlD4BGAkw0YRSVXbQv2pw01m63y4ywfD4fDm96Ddlb1kKtVqPf9IUAIJt8iSDFRdKNI2GxWLB/+0ac2peJPukz0efOadDb7EgckX5Z9/FQqb8Ygyq+nubqsd/vx+D5SwCADco+WbuCDXJHLFnKXg+kUKOG+OC6FTiyaQ3X4v4TZyEQnH7SvyGvIovFIttlDq3HXo+UGAIVeP96+L2PAWgkPloLn8/Hr4HqMa1+UGyduH/eHEKVF4FAQJZrT58XWq/xeDwyVQ0NJAjUlFOjTBJ3Ig8AoNut4+B2e5h00Gg0rFoEJDKFEjmIhGf5dHQMrpv9AACgQ6/+vM5EP9t33HT4A35pHU+v5+eo1Wr58CeqPsXkJfrT6/Xi7IE9KCnMw9VpQ5utp6L3C3nEkOon9HP4a5nuKWgK2WehXTuelnfqm8a9jpS60Xj/DouJg/nKq3mNWCTNJAVYIvqOm44j76yD3+PmafSnr/0NU1f9EyXfnILf729WNRHaG+ds3yBTeaj1BvRJn4keo1vu34CmtZh86uj1hfYjP5z/Bv987C6UFORIZMXCR/lwXV1djQPBOsb97o0jcOitV3HxzEn0GjkB0dcks+z/1Befck2n6TvVYfqTvtsiOX3d7AdQfuEcSr7OldZ1ru6OuB69pVjqxBT0z5iHxJHpiIxPkKm8WoPmajEg741Fwr0lhJIXlZWVsIfUYiKjac2GVCFUi0XynRQ34koG1WEASBopqeKTRk2A1+tlw//a2lrobJHoOXYyvtz8GlInzITJZmdinL2lbHY+m5nNZiaCHQ4HdLZIxFyTgounCqT7gquG78catQYjlizFgVXPoTjvGGITU9B/4iyuv6JfCgBO46M1lFCE1mOv18t9TGg9/jXh1/Vq2wgynwHkbub0oaH9I6fTCZPJhKLTJ7Hj8YVNDp6hj9mxVypKC/N5+uXz+WCz2TBs3iJcOC45IocevEMTQDp278FfsqriC8jeth7V30kKirLzZ2QGQaJbr/g4AJr1TRCbksqi89i8ZDZP2Tv0upaNmci9ubQwHwZLGLoIRjVutxsej4e/cLTXRoaZ4vRdVCW8u1QqAPvXvIQbFz8t21+jJo+mff3SZ0Cv1yNlbAZPJofOWwS9Ts/P/XIOxeL1iE/ug4FT5kEVnDCJcsTcj99DUW42dv7l95j613UtPm5z5MXE5WvQY/RENDQ0oPPA4dj38p9QnHcMJYV5uJDzFTqkXAsAUoqHoCyg65M6ZT7q6upQkie9Z9GduyKueworLhzfX4Dj+wvSEwgAeosVPcdOhtl8JTffdM3EvO5+46YhNX0GAMhUQSKZVJC5BV0eWYaaQADJoyYhd+cm9L79N/z/v83+AiUFOSjJPYobFj6Kgj2ZGDB5Nmwx8RyfdeaLT1CUm4037snA9BUbZNeOGg4yq6LHJfmg+B1U8OuGaMwoTh+AxoNZXcVF7Hnh70AA6DtpDvQRUTJ/iuYeU6/X8xR8wKRZMJvNSMuYi4BOx/ulofD5fMje/S6K847h28OfIvn6mzBg0mzU19ej12+mwhIdw4QCeRIA8phRehxxhaO5Xd3Q13140xqUFOQgrkdv9J80i+8h1FgljpCmakNnLmRDUjJJE9cskkdNgkatkUXIiTvB1CxTk0o/S0oWUhyq1Wr0nTQHxjAbrk3/LZPVpByh5rI1BA41qIkj0hEIBNB33HT2SqLrIhqyXcroEpArL0QljtFohN/v54hWIrCoYQ5VuYh75fQ++Xw+VuT4/X7YYuP5PW9oaIDH45ERP6RKpJ+lgYMY0ysa24lGmmazGQPnLOb/T4Sc3+9nvwl6X6uKL2DPptUI+AMYMuc+xHfpztcrccSEILkyscl3CGj8HpHHhehtIZJpCn7dCO0RxR6T1jaqS4uxb9UL6DtmIg68uRLdbx8Pc3SM7OAZ+pgnd7+D7C1r0W/cNKSMGIeLp09i1CN/htVqRUHmFmRvWQuz2YyE7s/wzzXXG4eFzYO31omaslJUFV9A95vHIiapFzQajcxYPjRm9HK1OPRM8Pn6V7gWXzd5Dmw2GyueyPwRgKzG5u/JRM7urcj5cDsGXNmZVWkd+l+PC19+Jpu+kwccKbd8Ph9cLhcObXiVyem0KXORu2sTBs9/COcOf4Lk0ZNgMplwZIOk0Op5yxiceG8L0qbMhSkimp/75Q67dD3oNaTcMhZfrHkR/cZPZy8yACg5ewqHN65B33HT0Smp52UNi0XyAq4aHN60BsmjJ8EYNGoXVW10762rq5PVYvodRCiLPneSIqGjrBaTGoNW2o+u38ipNIPmPSirx/RcSYVBn1Xxvth30hyYbOEYOnMhDry5UjofJaZg4JR5fA9u8Deg03VDsf+Nf6DL9Tdzb0y+glEdr0Lq5LlIHJmOioqKJuuolUXnOUkmqnNXruEigf9rrccKcdFKUCMDgD80JJ0EpIP64Y1rUJx3DNbo9k38CETQ9L7fHZNZaqrRaGCPT8DYx5fj3aUPwlPr5FUOUR0Rn9yHpVUWiwVqtRpZb69F9pa1SBkxDgZrGKI6XsXT/bjuKex/IPoThCZj+Hw+WRSpVqttcqgXjS5pf3HfyhfgcTkRqPegprSID6Xi1JPMbgL1nma9J8SbAZE6F3K+Ql3FRWgt4dBoNPB4PLxbTI1z+/bdESFIsOrr62GJbM+SQR7wq9BsHKgsKSQxBenProbaGi5r1gk9x07m3XoxKaQ5hJIXGxb9Frc+9jwGzLofPp8Po596GUc3v8okVUlhnoywCIuJ42kgSaErzhai4vwZ2fsgXn8EAIPVCk/QC+L0oX2Y8tKbMNnsPDE2mUyyvG6RPCLQ+zDlxdexb+UL8HvcKDp9Ev4GP3Y//QAuFuaiJO9oo/zz4WVMNpDnQNGxLxDbvRf6TJyN9p2u5ve0pDCPCQmC6PbdqV+aLBlFgYLmEFqLgcbJxOG3ViNri7T24PV6eWpyKdDEqMFZhbxdb2PQ1HlcE8nbp6qqihVM3qpyKS41dQgAcD2mlCja2aYmhMyXqRkLNRUW3dhpeh4qnQXADV/PsZOhVqtl5CYd+nU6HdChE0YsWSqTnIbWY51OB42m6b8TmyG73Y6KigrU19ejurqazY9p/UKv1/M03nR1N8Te+xhcLhfX4tA1BVqtaE4OLB4atFot2iVchcHzl3BDKdbj0MSLSyVthCovvF4vPB4Pqr6/gKPvvCFbp6GGmV6TeL3o/xPBQE1uaJQ3Ncdms1m271xTUwOz2Yyq7y/gq3++iaSRExHX5RqZAWboNaFGH5DibclAlcgdAKzKEFcyD736AnJ3vS297xF2WO96mO9p1NBrtdom3yGg8XtEHhf0Hfg1yZAVtA2hiRC0tkHrZwX7dsNZdhEulwvX3/XwJf1ukm8aiXNHDuLaOzIQHhuHQxteRXjMFdBqtVJiWSCAnmMmM6nndDqx77W/cz8ipnqIz+G7r/bjyl7XQqPR8HSfjOVD/QnEWkx9MKWDUB8ZeqgXiQnyhKmpqYGx09WIXfiojKihgWL/ibOgs1hgjIrCsIWPIhAIoPfw25r17AHABHt9fT263XArTh3YC3dVOQ6u/TuOvLMORceyMGbp3xER1wFhYWHIC/bBxQU5bPhJ8eF07xH7fRFiPY6I64C0KXPxzsPzUJSbDZVKhXhh3ebE9o3I3rIWABB+xaOXJJJDyQtS/TkrK6A2GDFg0iyEX9GBFS9krCySx7RynvX2WvQdPx1qU1iTlBS6/rQ6QuQyhQ0MmDQb3lqnzC/QbDajrq6uxZhr8b6o1WrR/u5HoFKrkTRyAlwuF1LuyODzQ1SHThj98DJOHPzu+JfcG/tp3cVkwfDgPZPu32ItPrThVRxYtwJqtRoJS5bKggx+7VCIi1ZCbGSINCDVBbGrfcdNR2l+trT33EJsJdCY5HF0+ybYuyTh+zOFHMmTv3c3GwqVf/sNEw8A+NBKWc80Gek7bjrv4tGBtvzbb1gqFroCIB5+xQJFN4NAIAC73S7bT2wuncMen4A7n35Jyu7esg4IgJ2exYJrMBiw7fknJEXBZbwn+o6ZiIJ9u6VD7lur+bBPO8G0J0zmnKIUlpq/tIw58Pv9qCj+FgUf7QQgRWl17JWKvmMmcqIGkziJKbj1D88jYLK22BDHd+mOO//yCnY8vlDmdN2SV0UoeVGQuYV3H22x8bhx0dPwVpXj01dfhM/nw/Wz7+d1HVE6V37hHMvQQt8Huv4itj15HwCgtDAfm5fMxuinX2b/j3pHBfJ2bm6WxGkOxSelG56rzoWKs4W4WJiLuB69MeqRZY3mmvEdZYoZIjEunirA6c8/xh3L/g/D5i2Cx+lE8ckcVJcWMyEnJqEQUaEoLBRcDi3VYgAYPG0Bvv3qAEoK8zh2WZxShEKc3h9+azW+3LAK7hoHf7dp7QqQDnV+vx+H17/C0y5yfqcECzFaVNzfpkQIMfEBQLNNGa0u0JSIQD/fvkt3NrElUL0V4+fEBjK0HlPNv5T3RKivA0l46TBLagW32w273c7Kw9AIbIvFwgfviooKBAIBViOEHvJJGeb3+7kZFSNa7XZ7k1Wgy5EXgKS8oAO5TqfD0e0bZes01NCKBpR0Pen9J98mQDpEhE7/iGQgiA063Vvzdm4O+mB4EHX/E1Cr1Wx82hLEzyiRNkTkkFeAePgYOvMeBLweeOu9SByZzsQ1vS6LxQKdTsfrnD6fDzWlRTi04VWkTpgJS0QUX+Nf81RPQesgGksSaUCqC1LlxvXojX7jZ/B3qKWaQ8rW3I93Qa1W8wBuyouvQx8RhetmPwBHSRF2/uVR9jZLGjkBKpUKQ2cuZA+Kb7I+xw2zfsceAoOnLYC9XTv4fD5O9hHvD2KCEtURIizoNQDgHpe+h1EdOmF0M5GY4gGd6jjVh9Aep7Kyko1KL6WCIOLc5/PhxIc7eOgV3bkrzPYolJzMQdbba3Hz/U+gtrYWqRNm8vtCsat0ZvF6vVwXvF4v9Ho9P75YV4mgPbj+FVl6nFhvySgycUQ6k/Ri0kYoxGtDqj+/x42vtqyF2u+D2RaB1AkzUe+qxZF33sCQ6XehXcJVABp7Y7oHu+pcrEQLvd+F1mMiryu+O4+CzC0AgK+2vsGeKId2bm6xnw+F6LdhimrPZHAoMT905j0wGAyy3hgAzPZodLtpFKxWK6qKL+Do1jfQb/x0WCyJXItDe2OlFjdCIS5aCbExpImHo7QIWW+tBABcc/MYnD/0CUY/six4MG5qxghI6omzRw4CADdJ5NUgGQA1FnwiHkjOf/3s+6G2hrM5GhVc2o8NC35Rw2LiMfrpl3Fi+0YMmjofvAIQTHPoP3EWVBabJNUCeI+2McruO+z76x/hqXW2Kp2DzECbMwVl+W/Qp+FCzleXXOHI3yux8/HJfTBk+l3Qms2ynHliw6mZBSBvyIOyxZ5jJ2P/q9Kh3hwRxWQQsc/kNRHXQ4oBNUW15/05Yt9Ds6bju3THmKV/l2LrfihB1jvrUHhgD2as2NgieUEqlz63/4YjDYGgRDEiCjc/+CfpYBM8EIi7a0ajEXuChq0x3ZJaFe06bN4iAMDZryTT06y3VuKmxUvR0NCAw++8gS83rJJ5SDQHUYkS16M3dDpdE+JENNcUb8Sk1Mj7eBdclWX4+IUnkdC7P0rPFKDs7CmUnT2F8OA+nzilqSw6j21P3NeiOkaBAkJztZh2f/02O8Y88w9kb1uP62fcjYhgMkYgEMAP579B1ttrOcEoNEKy5y1jUJSTxbG9AHDLA0/KyGmdTsdmbf0nzmKVg5jgQf9OBCUvidMSMtClxAlx4kf/X6fTNRKc9T7ceNcSaNu1a/HaiCQBuaATxHVHOsSKxEhzICkurTWKTS39f1INUvwmraeIv5MIEFIkEBlC/6a5lUBRzUCkAzXMpDwQa/WeF56AXqdn36DQzwz9W5vNxpPdPrf/hs07RfKovr5eRpLQ8wIksqC5KWUoqHkmD5X6+nqkTpgJv9+P5DGT+PDg9/ubNNkiik6fZCl2h2uSmj1kiSBCW1z7IcKovr4egVoH9q5/BYkj0mGLjYdGo2kyNfd4PJxc0hZTVQW/PtD9n7wt3DXS98Qf8GP4oj/i3MF96HXHFMR07sIHY9EcmHrjA2+uQny/wejjcqFT2jAU7tnJcaOHNrzKtfhwMEpTp9Nh8PwlMHXugqhpC3Bow2p06NkX1uj2KMrNxo5lD8NZdlHmr1VTWoTDQfm9GL0uKoN3/P1PrNal+wBFi3pcTmx78j74/X6kTpmP9l26X7IOXKrO0vdTVN5daoWDiHO6BwXqPY2r5QCvq1BvbImIavQeCSqkP3zxKVnqET0P0XA4NJLT5/MxwTBk+l084KNabI9PwKCp83itob46gP1r/gatVotb732k2V6O6jGpA7/PPYLvvz6B+joX9m9dz/8ua+NqqFQqJofEAUUgEEDSqAmXXAUVQaqXT4MG/ikjxmHQjHvQKW0Ydjy+EMV5x1rVG4caX4d6aIn1srne+Fz2Yfxw5iROffYRbDFxbOLp8/lw66I/NqnFlUXnsevZx9Bz7GTEX+bz9muBcgXaCPriBAIBKcIs+CUjYxyKaww1YySQjDmuR2+kTpmPkm9OweuSCIL+E2dBbY3AmCeeZ9aNVgccDgc8Hg+8QUNQagD9fj+cF4tx7J9vSd4CYWH8xRqy4CGWew6cuxiBQAA3/q4vHA4HT/yMRqMsztTtdnM2NIA2p3OEgqaRvdNnMXO9b+ULTZQCBDKuGfXwMlYgeDwelipbrVa++RHxQ8VeNBJqaGhA6pT50FusuGbobSj44F1otVp0v2Uszh7ci84Dh+PcoX1IGZsBrc0OvV4Pg8HQyBILhjvnv/ocHXulcgb2kAUPYc8LTwCQlA3NvZ5QA9Ts3f9E+FXdUV8vxRnSQUCj0fCNQmSqWR4YNGylhJHLgfLWtz15H8rOnoJarUZERASqq6uROCId3xz+rEW/CcK+lS+gKDcb9o5XIa57CvrdMQm2yOhWGWRS09x37ETsevYxRHW8ij/z7a7ujtiuSaguLQYgfbbSMuby+0ZNgtFqU1QXCi4LsRaL5l4GezSum/0AdMHvMq0qiEqJQfMehMvlgqOkCLm7NuGGGfeg8NMP2Nxs0Ix7mJgQlRNGoxF1QTNg8k0Q1z7E9ZDq6momPYBGgpUO7IAkdaaVsIaGBiZlyNDSarXi/df+yvVYr9e3WDvp94skgQiqxWRyRs+lpWaZ/o3JZJIZpUlrJhqW4JL/hN/vb1KPSXEgRmqrVCreH/b7/ayao2lVc7JfnU7HB++KigrZ87Pb7fh85XIc375RukYWK0Y9/IzsdYgklcvlQvbud3myO/jqRPahANBsPabPESAR5K1tHrVaLSIjI/k6WCKiMOrhZ2RKDq/Xi6qqqmbJkMqi89jxh4Uozj8Go9GAdgm/b3HdprnfTZ85eg5+vx+fB78HDQ0+DJ7/kHSvDE5nae2JTEsdDgfaXYIoU6CAQASE2+nge75frcWwoGElrY6FTs0JB9atQPtDn3JqVNaWdYjt1gOp42cgafgIfPjiU0jLmMNT7LSMuQjUVuP9F5/G6UOfcNQo/eksuwhLVDsU5WbjwJurcNvip7g/JPk91UmXywWfoxKbl8zmfj1lxDikjp/Bcab5ezNR56jm16ZWqZFwiVp8OdTW1rLaOnn0JFjaxTYhm0WQ/4zNZoOhXTvc+dRL+OH8N9jzynJpuj93EXThkZftjV2OKkCrQ/LoydDpdDj+7lvoev3NOHfoE/QcMxnG2HhWw7lcLpjNZlxxdTf2sCNSk2qxXq/HgTdX8VqD3+9HXlDRYLVHymox0LQeOxwOVtrEXpOM/hnz0H/iLGg0ang8HiSOTEfR6ZPIExUR4eG8ZkEJI5eDVqtFREQEDMbGpMBRDz+DzOWPozjvGH9WPlm7olkVDQCOsP3m8GcY//9WI/aqbq2qxUBjb/zD+W/w+fpX0HfcdLYXsES1Q+Lw29HQ0ICkkRPg9/uRljFXNkR0uVy4ddEfFdUFFOKizRCN0gZMng21P2hONnYSy+cBIHXCTHg8HqTcMhZff/o++k+cBafTicofShHwB3D9nPsR1+Ua7PzLozi+fSMGzbgHAZO1cYJojcAtDzwJADLDIABBVUQRsjevgUqlgkar4SjL+MReyHpnHSdzIDycp2FA43SLmkg62BIMBgPq61yNL7gVBsSXigql6DpzdAyuSOqNi6cK4HE5ZbGXQNODvrhqQ/K4uoqL+Owfb6BD6hCc3pcJb50TKp0B18+5nwkb2jvvdccUaG12lnC1u6YnF9X23VPg8/kQ37MfwsLCUHT6JD5fvwLJN43EAWGNpKQgB9bo9qzWKMo/jqH3Poajhz5B3zETme2+kPMVzh05iKPbNwdvchN5DQUATOGRuPhNIT549vfoMWIc8jK3otZRDUt4BG5csASasAgEAgE0NDSgrq5ONoG7VJpJqCmWeB1ZLRM0iLVYLLji6m5I6J2KsjMnmUAiSTzQuLpBcayBQABfbX0DKpXqkoel5tCp30AsfHsfr4V8X5iH6xc+hgtf7udmZcjMe2GP78ikisdZA71Br/hbKGgVxFpM0ZOiCZc4Lff7/eg7bhp0Oh3SMubCW1WOz/6xHEV52Sg7cxJmkxlpGXO4UYq6shM0QR8AMVmhpqaGFWoAZIZe9Lvq6urg8/ng9Xolh/LgCgI1kWI9Dm12iEAVFQvdbx+Pk599hPKzha2qxy3F04lED3k5ELkQOrGi5tTv98uaMlFZQbF4Ho8HBoMBfr8fHo+Hd4TFBBK1Ws1ECq2BaLVayVA1eL2oSabmHJDkvdTgms1mTvMAAOfFYhx5fxsGT5uPoTPvgae2Br56yRBPXLUR1R30OxNHpKOhwYdrbhsHl8sFrVbL3h2k5gitx/XVFTi8/hUMnrYACIkRFdUsdK2oQQ8EAjKygd4LMR6VDP1Cd7Q/WbsCxfnH0L5bMrrfnt6sL0VrYDAYEB0djZqaGvQdNw0AkDgynaX7NJ2lQyURTfQ+KFBwOdB0ubLoPBCQ6kxq0LBS/Ox7q8pxeP0r6HnLGJbRH9r4KswRkbhYmIuTu9/BoKnzcO6IpBrtkHIty+zFNT4gIDOa15nMcFWWAwAS+g2EtV0sul5/Cwr2ZiJxRDpqamrYNLH/xFkAIKvFh4PrEER+GCxWWSpgp35pOJd/AmePfvEv12JAqgEFQfUIIEVRU/pRc3VETJ2i+4M+IgrX3/s4TCYT1yCqwQ0NDbJaTH4cgXoPsja/Br9fUvRlbVyNgo+2w1l2EfX19bhu9gMwmUywWq1cs41Go8ycUjTJp3tUIBBgY1BnVUWTWkzDUVGxB0gk/zW3jUMgEECH1CEo/OxDVFVVocM1Sbxe/enfnsbRbW/CXePgXvTH1OOi0ycltYzQG1P/23HADcjf814ToiQsJp5fu7deWo8sO3MShze9hpvvf+KSarnm0C7hKvzmD/8PPp8P/SfOwve5R1BSkIPT+z9GVNdk6COieOicufxxVj5fN3mO4m8RhEJc/EhotVokdE9GwtKX+e869ZXkWJnLH0fSyAkYMOt+mEwmjOg/CNXV1dBrDRh2/x9l0yRij5NHT2J5FknGyECIpvQ0gfN4PDicuQU5OzcBgCzKMj6pF//3/jUvwRhmQ+qEmTCHRyIQCMBsNjdx2A0tlERAxHbr0WwySiiGzVvE0rrKovP8RefM4aBcO2363bCE21FbXYn9a19G4YE9iOmSCAC4ePokS94o6USUulZ9f4HlXJRkQbC3i4FarZYim5w1sNojYTKZoDOb+TWL8lqNRsOHHa1Wi7ydm3Fg3Qocf28LnGUXUXhgD0oL8xHTLQl3PP48J6gU5x3Dp39fxsqa6Ss28I1z+7JH+DldOJGNkpM5MNujYI6IRNnZUzj3xScAgLJvvpYpcIpysxFzTU9cmzGP1QzUbBedPol/Pr0YF08VNBuP25ykTLyRD5l5L4CATGZ244IHoVap+aYbauJ66otPUVKYB0tUO0QlXI2qC2fbFC0bCnt8AsJj4pCTuRXfHv5Mymp3u9DQ0Ng8EKnS5U8vKzI4BW1GqH+DCHLmJkd7sSE4vkOa0FO9scd3xOhHlvGBm5RR4gFW9BYwGAxcP+lg7Ha7m/gp6HQ62cGUDq2BQAAGg4FrJSkTxHpcW1sLc3QM7vjzymBDP/+y10OMpwtt4MLDw3mVhJpRmpzRd0+tVsPr9coIG7EWk7KCmlpybaefJ6ky7UjbbDZoNBr+t+KOOa3PUT0mc0iHw8HmefScqJmmSNJj/3wL2VvWQqORIujGL32Z1zKqqqpkMbZqtRpqtRparRZutxu22HgMnPsg/3+fz8frFEQciM+5uroaH760FLnv/xPuynJMfn6N7JqHGsaKkmJbbDxfRyIywsLCEBERwQQFfV5I5UFGcokjJHKh55jJsLa/otmkg9aCVCO68CgMvef3rGARE2J+zRF7Cv49aM57S1zjrS4pRs7urQh4Pbjz6ZeQufxxjj6NT+6DQVPny7yz3E4HH9689V5kCT1LUW42ojt3hVanx/C7luDUgX3w1nvRe8Is2GLiYTabEZvUm4d1UR06YeCcxdAE67aoThg8bQECXg88LicMZiuun31/k944Iq4DRi1dEfSkW3jZayEe/kUvGRo2kR+N3yOtqWijYziRTzxw0/2Fvv90LUPjPIlMIIi1OPLKBEn9Ul0BvdmKlLEZUhpiThZ72fUbP4N/TlQrkhKOlFiiMrC+vp7X1evr66G3WDB+6cuy9BAi98n8UqVSQa1Wc422tIvFdbMfwL6/L2OjT8uCh/ja1dVUA5DW0Wk4d/7Yl7h4qgA6na6JqqOleuysqkB+5jsYMvNehMXESb4XZhsPieN79oNKpcLnK5fjwLoV8Hg8GHrP71FXV4e6ujr0Tp+FhoYGqNVqpNyR0aZo2VBotVL6ya2PPY9jb78Gv8eN8lO5OPXZRxgy/S4gPLxJ/K4CCcqd6d8MOkxS5jExqNTwEfkAQJYrL+67EQMsNs82mw2ushJ8suJllssF6j0A5FGW0rRa+u/q0uJmfRjcbjc3s/TfQOMUh6b8l0pGCQUZORqtNnYuBsDTKwDQhUdx5nRpYR5KCnJQWpjPjxHTNQmxSb1w010P8SS+trYWVd9fwM4npD2w+OQ+GPXIMhx9d5N0g7FY2ccDkGSKB9atwLkjBzHlxdcRFhOPmpoajkki52BqggFpPSV752Y4yy7CGt0e9riOKC3MR8deqejUL433A8mA8uj2TRz1dduDS3Hs/X+i03XD8PXHOyTWuO9AfLbiGbgqytDjplHofO1AeJxOGKxW9B0rRcl6ap0oLshB2ZmTKDtzEuVnv8aYp/8Ogz26Udq+cQ0uniqQLk4z9VE0xdr25H2sVqEbedLwESxtq/yhFGMef17WVPxw/htcyM1meXzq5LnoOOB6HFi5HCUFOYi8Ih5xwaSTfwX0PJNHT4LWZsfQ+56UDi6KAZyC/zDImdvlcvFhzefzsZeQ5KmyGGExcdykknt3IBCA2+3mAyyRoJTuQPU5MjKSD6QiWSs6gNP6QXV1NbRaLa8FkJkmpTiIKwTh4eEsD+5wTRK6pDzT4uskiEaOZCQZWovF9ZXQyRmBEkMoAUD0EyHVntlshtlsRkNDAzQaDa8ahr5mMgoN1Fbj0Jur0HPMJNhir+T6S6aeVquVSaL6eimKk6JeadIYHh4Ou90uUzxWlxZj25P3Ycis+wBTU9UfAPbV0Ov1/Jyp6aTpJL1+v98Pk8nEf+/3+1FbW4vS01ItvnjmZJPHF6fJ2154gmsxAFx/18PcB3g80j1brVZzOhm9HiIw6GCg0Whgi43HkAUPNdmj/rEQiQk6kKjVap6IKpGnCv5ToN44tlsPAGDlbdLw22W1GAiwIpcGMkarDcmjJ+Hi+W9wav9HHCdJyWZX9kpFbW0tEm8cBQBcj8UoS9HDhtb8PB5PYwyl3c5JJENm3gtdeGST3thkMiGqmdSmS0FUOYvDprSMOTi04VUAkkmk2mDEgFn3N1uPaXBJ9Zgex+/3s4E9nxOEwaSYZkJnC505DLctfgo1pUXYt/IFRAVXgvuOnYQTOzbK/D+MRiOT9kT+AnJloEhql5w9hY/+8Weo1WoM/O1CTvwghbfo+UHXT7x/DJg8GyaTieOwAal2m8KCgwmLlZPoAKB9t2SkjM1ocs1bqscpYybxKoqonqR6TOqJAZNmw+1xI3FkOg+UfT4fIuI6YNj9f2T137+qgKCh3Wl7JA6sW4Hvvz4hnaOMRk7oUdamm0IhLv7NCI06EvevRRmouP5BDQxNZDQajayxqq+vR8nZU9j5xL08TR+xZKlMxkZ/J/73xgdnA5B8GCiGknb6TCaTJNnbtAY9x06GMSqKG3cx9aSlZBQR5IkQ0y0JaRlzudk2Go1cHIxGI+odFTjw5ito8DVg5MPLkLV5LYpP5iA64WqEtYvBtZPnQWuz84HWYrHIlBYtmUOKr7my6DwbcB7a8CoGzXuQi5NGo5GZ7BHIENQa3R7OsosIaxfD0aQEsYDk781kPwaVzsCuxj1vuBkl3xTi3cfugauiDNbo9ug7ZlKTa0jPnXwojLYIlBTkYPujC3DHn1fCbDbDaDRyY06rOy2Zmh7dvomfT3TnLtDq9CgpzEP+3kwmPAL1Hux/5f9hwKTZ0Add4/URUbj1seeRu2sTkkdPQmznrlCpVEi4pkfQNOvfw/LStRNvcOIBR4GC/xQoYShlbAb0ej03deQlRO7xO//yKBJHpOOKq7vx4Y2UCeKKAykCnE4np1/Y7XbZuh3QlIyjKDuK4wQa1wVMJhMrLUhdtn/9CgyaOg9qa0SzKSEtgQ6/opEZKSSoFmu1WnirynFkx0Z0GjgM5w7uQ49RE2FpF8sEL9BIPNBzDTUpbc6TQWZMJqRq1NbWykikG+5+hA8XdXV1XI9pskfNu8FgYPNPsV6Q4jHPFsFmbiqdgeNoqYEX3fOJHGnJz4PUGjRZJDUIkVRj/vAcdi//A4bf+3gTXxC63ntffoab6tjEFPQZN42JAfr3osIBaDxU0WumP6k5biku9cdA/FyGRr4q9VjBfxLioCV/bybcTocsNcQen9BENUqHt7SMOTjw5irUVJTDVVGG2O4p0Jss7FNj6dhF1k+H1mOxFoeHh8t8cihxqrLoPNxOB3tq7H/l/6Hn2Mnw1ruRueo56fmbbZdNYxIRWo/Jw00cKpGXRl1FGT7721IMnb8IBlskq77oO+9yuXhNhO5rlOTRkjmk+JpFA06qx9Q3tu+aCK/Xi+M7NvLQzx6fIKvHtN4XqvoSa0rezs3sxxRaj8U1FlLQhT7XhO7JSHhkGaqqqniAGwgE0Dt9FoxWG3rdMUUiyJ3Susq1GfNgi41vUo9J2eKucfBrjEvqjf5TFsAU1Z7PZkBjPRbNu/URURg4Z7GsFhsMhn9rLRav3aCp86BWq2UJMApahkJc/JsRypCR8RpJpkLzoikajnwcPB6PbBIEAK6yUux++gEU5x9jWXNrQCsf0Z27wu10oLLoPNTWCLhcLphMJjbpUqvVwOiJOLxxDQZMnn3JlJBmETwck4EkTRHdbjdUKhUcJUU4nLkFAa8HR7e9CQCwRUXDYLGi7OwpaHQ6jHnsWdmKCQBe4wglLS6HuMQUxHVPQf+Js9hAjiTKBCrefmcVqkuLEdutB4YvWIILJ45c9sCeljEH1SXFuHjmJFJuGSuLxcvb9TZKTuYwCXKpWNxh8xbBaLWhurQYOZlbUXoqH9nb1mPArPslAiG4ikRGr7SOE+qjEdutB+xXdkLld+cAqFBSmCd8TgIwWm2sRKmvr8eAWfcDkBrWqA6dMOLBpZKbtODy/Z9geS8l6Veg4D8BSvYBICMiqIkiY7EvN6xCg78BHR9cygRC6C5uZdG3+Pr9rUgePQmaKGki1VqpqLg+QgkotF8duvdLq2vnjhzExOVroA26uF/KuI1Az0c0LCMFl9ls5vi/r955HUc2rcH5o4dQlJstKRiCdYeUJeJEiWTDbZn8i0keOp0OPUZPhNvtRtKoCbL1ElqHrKmpgUql4khZ+v2XUmSRciYQCHAsOBmJkuEpSZJpVaSl50rKGZowiuqU8PBwhPcfjOmvbkdtbS2vdNBEku7ViSPSJfM7AP0mz4U+PIpfBzW9NPmk94pNOoO7/2lT5sIS2Z7//eXiUn8slHqs4L8JsTfu1C8N544cRMG+3WyIOHjaAjbHjOvRG8mjJ/FhktZLIhOuRtKI8UidMh/1NVUoPpmDK68dLFs9aw1IOSCSiDTJTx0/gz011Go1H37dNQ4MvV9aKbhcGhMhtB7n75VerzhUUun00FusfMC2RUUjbc4iHl6SakKsx/b4BAxZ8BCnWrVWiaXT6aDVamE0GtFj9EQUfr4HpafycfFUAcLjO8McGS1LcSHDaLp/Xe7AnpYxBy5HlRQIMGUejEJvTLWPSJBLxeJarVaoVKpG36HgKgmtotDQlpSAojqjvrqCP0e9xk5GyuhJaGhowHXT75ZIC+FzQvc7l8slM4tNnTDzv1qLQ78bCi4Nhbj4D0NkLEkqLPor0FRI3KklmZcuGJF5dOsbTFq09vBOpogpt4/DxTMnkbVlHVQ6A385AoEAm/WkZczFgTdXInvLWolZFEw2Q000W/o9qeNn8E4gucRTcSADotT0GRztmpYxF/tWPQ9AUoS89cBvMXH5GugjovhxQ7OMW/O66eZDUj9ybe4y5CYUfvqhJINrdwXfsA68uYr3Ky+cONKqA7s9PgHhsXHI2b0VX3/6Pq7uP4ifMzH2fcdOuixzSsXq3JGDuHj6JNp36Y6BU+ZBHUwcAaSJQI/RE6XsbZeTp3mkKtGZzCgpzGP5ZVxiChKH3ia7XqLc8pobbsPh1/6KnreMwYkPd0ifgQ6dYLfbsef5J/gG3VYzTgUKfuogApl8J0g9cM1t4+B2u5E8ehLvA4ueFoFAADWlxfjwmQdRnH+MyT9SHbQW5K3j9/s5lhMAew1QQ5WWMYfTqLLeXouBcxfztOxScXlAo7+Fu/IHZK5+ns3FgMZ6XFlZyfF2fUb8hiOyA8I1AQC4HPgwOGkMi4lndQgRA2255rW1tdDZIjH0nt/z/c/n86Hiu/M49vZrgApIm343dOFR/N60xamdGliRnCDlHykmLneoIdd5vV4Ph8PB3h6isSqRC33HTYMuPEqmSjEajSwlpscLVaaQtJqUFLS26K0qlyUajFiyVEZmKesbCn5pIKVrbGIKEkemY88/lvPa6uinX4bWZsf+NS8ia+NqxHRNAgBUnD8DvdmC+upKfLJiGYrzjqHwsw8Rn3Jtqw/vVN8MBgMTqBRVDIA9NWj4Q30qVI2ER01pEb5Y8+Ile2Mxlam+ugKZq5+X9bNAACqdAYkj06UaEBwUpmXMZcKD1Nlw1ciivEm5CrTej0Y0Vna73dDZIjFq6Qocfv1v+OHM1/D7PHBVlCG6cxfpGpw+ybGpRN5eDvb4BNz84J+k5yek44lKb7PZfFmFl+jHRLVXNAgFGv2reo6dDLP5yiYmqzHde6L3hFmIjE+Az+fjFD/xeonm3mlTpF79mhtu41pclJOFKS++Dpff1sQ4X8H/Dgpx8R9GqByTdmmJeRTNyXQ6HfR6PTeP1DD1HTed00sax+6XBsnQYrolobQwn28OtCfs8XgQeWUCbrj7EYTZbCxVEqf01aXFnMstHmRFUoGm/uJOoLgWAwB9br8DRTlZTdYmhs1bBAC4cPwrFOVmY8Oi3+LWx57HFVd3a2I82VqIUjxvVTlHmpIB0fmsz9HummRcN+1uWNrFoufYyai5WIKLZ04iafiIVv8e0TSHIJIm5I3RGuTv3Y2SwjxcnTYUams4q1U0Gg0qKys5gtXvrOIJYM/bx+GjF57AxVMFiOmWhLFPPMepNs0RPESSbHviPmS9sw7nv/ocpYX5aPA3IHnUJHy+cnmjwuZfMONUoOCnCnG/H2iU8VraxWLg3MUsaQ018nW73ch/720mj4lcpH3jyyF0NZBIbLEW08G6trYWYTHxbEyXljEXVquVye3mVBdiegUgNZmH31otmRV7PBj9yDJZ02mz2QBhT5tW18R1ifr6enwZjLgDGuNj2yKRFRvLiI5XsbKA7nWBQABfbVyFvPeC0XkRkRg070E2yGzL6kLoews0kiatbboJ9fX1PBGk4QLdrw9vWoMvN6yCTqfDoHkP8n42XRO/3w+NRgO9Xt8iwUNNeWVlJRMXWW+vldRzwfs0Gdr9K2acChT8lCFbqw6PRK5O+q7EdO+JiCs6QKVSSWbePh+SbhyJwo934kLOVygpyMGn//dnFOcdQ1yP3ug/aZZs9fdyEFfmaDWLooppkPTt8SxEdbwKQICVsVSLVSoVPvrHn3Fk6/omvbG4Dkv3EYvFgqy314asxTQOlYjEFle/ifTwer0ov3CO+1gAMg+5ttQ1Il0HT1sAW2w86urqYI6OgTmyHUrf/yccF4uD/1KFrC3roDdbWflBZEFr0FwtFkkTMTXrciAluk6n46GC2+2Gq6yEV4rUajWrQ3w+H3r/Zir8fj96jJ6IyPgEhIeHX3K9g+ox+YV8seZFFOVmwxrdHkW52Xjrgd9i9FN/gy6onlPwv4dCXPyHIcoxXWUl2PvKc/DV+3Dd9LsRFRUFt9sNo9HIu7ShZjdutxu6+nCUfJ3L5peXOsgTqUCH0Jguieg26EYpFzkYu0lGZ2QApNFomqy4jFiyFNuevA8AOO4zPxgVun3pEpQU5nH6RnxyH17LoJtAVVUVGwp99e7GZj0z7PEJuPOpl2R7jQWZWxA1bQErF1q7FtNcnCoAlBTksIETyf9+OHMSVedOY8yf/o74Lt1ZPXGptY5QiNFfmcsfR+qEmegxeiJcjipey2mJiQ8FkS2d0obJJq9UqCmqT2W24abFS+FyueAoKeKDSsdeqejUN61Z348mCNZd8XOx/41/4MsNq5AyYhzik/s0G72qQMHPHWItpjrZd/x0aC3h0Gg0sFqtqKur44NoWFgYAEkpMXjaAhgMBqnOBVc3LiV1JYikBU3gaeJEvhZERtL3HWi6ckgeGfX19bxaSBN7IjUAwGw2w2Qyoe+4adIO9Mh0lJeXSzHX1RU4vGkNJ6yEPn9al6Dn23PsZN67pX1vS9C07XLw+Xz44OW/4PiOjfDWOnHj4qdltY0ae+LhY7omYdDU+bzW0tYdYjEat6qqis3fdIJ6rbWg6yo+X1ovovSv5DGToFKp4PVK8Xg0cACkSW7ojn1zoCZYpVLJDnH0+RLNURUo+KVBrHGk3O01ZjKum3E3G/0ajEbodDrEJFyF5Kdfkpmk5+/N5O+LaC7bEkQDfADsB0GmkuQrlL93N0oL81FamI/wmDiMWLJUVovDw8NZeXEh5yv8cP4b6COiuJ7TyjcduL1V5XA7HbBfmYCi3Gzs+NPDCGsXI638TpT8FEI9M0j95fP5cGDVc9zH/thaXHT6JHvFGQwGDJr3IBOjg6ct4MEeALTr0h3XXH+LVI+1Wr7ftJZsEGuxmNxiMBhk6rXWgFRzoarED1c9x7561aXF2PH0YvTLmAudLRIGezQGzl2MQCDQJF78UqB63G/8dBiNRiTdOAK7/iKdGXK2b+SYWAX/eyh3xP8iDm14lY1rbFHRsAeZU3HPSvyCOUqKeL9PNL8MBRVzcinev/ZlpKbPYINJYndJTku7ciSFJmY0NDpv2LxFvJJAyopvsj7n2FLx8Es3DwI1dPS4AFqc5NvjE2QTxkMbViNryzrEJ/dBWxUmABDTLQlupwN9x0wE0LhmMuXF17Fv1Qs4+9VBFOcfw5ENq5Hw9EsylUZbQdf71Bef4tbHnoev3ifFLAbQ6nUL2ns8d2gfOvRKhcViQU1pEQ68uUpK4ggeMgBwBOPhzC344fRJxCf3aVVkLYESY/pPmIXoa5JhsVhYEQOA9y+VPTsFv2SEpj8ZDAZpkhOsYdRY0eQ/EAggbY6kEKurq2N/g+Yg1lEiI0L3kA0GA9djs9ks80AQ40epFoseGTTJE9cUiBQhvwxdeBSnUZAcmnZ4XS4Xhi18tNlJviwRpX17JCxZil3PPsbKi4SHL59sAkhTTar7F3K+greqHJagKTBdA7vdjuum3w29xYp+42cgLCYODQ0NbOz8YyA6xZNysbVGegRa7xTXPEgVo29/BXsENTQ0wGQyyWTdbVkfEmNrNVYrBs17kBWYpLhoy4FBgYKfK6g37pM+E/a4jnC73fj+TCEyn7wXP5w5ydGpjZD6QqfTCb3W0KJCK7QWi/VWrEXkKySpjhsTp6jfFntse3yCrDf+fP0rGDDrfhmBTKSIuAJmtEUAAM5lfwF30AeHDCxbmuRrtVoMnXlP0JBT6o3Jqyz+kWWturY1NTU4vHENivOOcW8sq8ft2nFv7PF40GfibMR06gK73Q6Px/Oj6zFdb1qxoDoaCARavW4hrnfSewaAh4RFJ47yqrc/4MeNi55uYiDdWlA9Vgdfa3hMHCYuX4PP17+CnmMnt3pYoeA/D4W4+C8iLWMO3E4HPLVOVJcW46Pn/oDe6bNgjo4B0BjZVllZKZOHkX9BQ3099q16Hn3HTGT1Q/7e3TLn3FD5ndgE11VcxOG3Vgd3udrzRDG0sAMSq0yEwoE3V6FT2jCcPbgXnQcOx8mPtkOtVuP62fdDFx7JmfNarRZ+vx9+vx96vZ4VF9f+ZgrKzpxs5SQ/INvxpjSUyyJY96M7d4UqKHULVaeQwmPd3ZNQdvYUaspKAaDNKSoi0jLmoPDAHpQU5ODY26+hwSsRDK01NiVfjH7jpqFT2jB89NwfUF/nQunpApQW5sNZWQG1wYhed0xBWEwcNBoNIiIimGxoS2Qt0EiS5Hy4HQOu7Cz7u7jElCZpKgoU/BIh1kmNycTGvWTkKza84pqH0WhkibHT6eRJnxgFKtZRcVUwNFHHW1WOL974B/qNn474rokcgUmmkHQAF2Mza2pqeJXCYDBwCpXVamXiRWz0qqqq+HUNnrYAOp0OyWMmtUla3XPsZLhcrmZj51qCSqVC95vH4OwX+1BSmIest9c2qeNarRadknoiLOYRNDQ0cFRsW1JUQiE6xdNUtLVGekDjLjYZhDocDv572oUmUC0GGo1f26KQoKY8NLYWgLImouBXBUrJSB4ziWtx/ntv4weKHlZBpsyl+HoingOBAMcqkxqNCEiqo2JEZqhfRLcbbsU3WZ+jQ89+OLThVQybL5HUhzaslg0Egcakkykvvo59K1+A3+NG+ek8nDu4DyljJ8MWeyWr6g5vWsNDR3dNNdyOKsQnpSDyys6ACrx2eKlJflhMPJOaaRlz4PF4kDgyndNQLgeVSoWUsRnwe9woPZlzyd64rKxMlsRE95O2kr90vUWPirbWY7EW+/1+AIDD4ZBICVsk1HojSgrzYI6IgquqHGq1mskWWr9py/2D6jGtWQLSWs6AWff/2+JPFfx7oBAX/0VQceCUCADfnzyBMU+/zLn2tHedu3NT45rDI8tYslR29hQzvXS4J3VF/4mzoLZG4JYHnpQ1z4DUFNEXssHfgIFzFsPr9UKtVsPj8cDv9zORQWSH0+kEzDaOFI3ulgy/348be/ZjZ2CRwSbVCCA1XhEREdBqtTj46QeXnOSLNyS/348hCx7CbQ8uxfvPPd5qFQTtIbqdDlZrtHQAryq+AAD49ngWKovOtz1FRYA9PgExXRJRWpiPgM8LU5hkuCcanLYE8XW3u7o7zh09jPKzhfz/45P7QKfT4asta1GU/QWu6NEbQ+ctQrVKhdyP3wsqYR6VRYmJU4HmQAe2fuNnQB00Keww4HrEfbm/2ehWBQp+iRBlyqR8AMAmYNSkUD0mqNVqXttoaGjgaFNSQwCN0aHUoIWHh/PvEFUSWW+vRdbG1Th/5BB+s+wfsMd3ZJmx0WjkCZO4OkjrIkQ80GSJVBjiNFGs/yqVCvb4jhj18DMy5V1o41tZdB6frF2BxBHpiOncBWq1Gu06XoVhCx9lM9HWwGq14kLWfrgqyi5Zi7VaLZMBXq8XVquVSYDWpKiEgppjlUrF/01/Xgp0jen6E4EV+tjkYQGAlRFhYWHc9IqES6hqJhQiqUVeF0RwUSKLsiai4NcASn+i2uQoKYLX5UTKiHEwWKwYNm8x9q18HkW52TDbo+Asu4j45D4YMv0uNhWmQ7aoRhPVbPRdPLDqOe6/yS/ixIc7pDWOZQ/BWXYR32R9jqgOVyFn91a4axxMZKRlzOW1ZBIDf7X1DZz89H04yy6i3lULY5gNPUZPhM4Wyet21JcCQG1FOcYtfRn2+AR+vS1N8sVVQ7/fD7U1Arcu+qPMpPJysFqtuOLqbjhtj8RxWeJcUxBBIPrsAW0jfwmUGCUSF3TmuBzE102KdBE6nY79T7oOuRnnvvgEA6fMk61etqUWA431WDTp/OwfzyJxRDqirklSlBY/ISh3xf8BSIp2IecrFOcdQ96ut2VpH4B0sDSbzfI1h5UvIBAI4Jqbx+DcoX1IvnkUGzKGxcShsrKyyaRPZAgHT1sAAEgcmc5eFGITJn6xq6urmYQQY/RoIkbZxsQU0++hZl40kqPX63Y6ZF4Z+Xt3M5tNLs7JYyRn/6ytb7ZaBUE3Ek+tRDykjp+BYfMXt6hEGPv4crz1wG/hLLuIQxteZZLh4umTbfKmINDPSzfYRiOnSz7flS9IRlOFebBGt+fJQkzXJMR0TeSbNRDA91+fQFFuNi6eLkBpYR5ufex59Bw7GeeOHGTzIFq1uZShqUhsqK0RUoPgcKBgTyaK847JSBAFCn4tIKKB6prBYJDME4VDfPtOV7MjOQBOfXI6nSxTDjUAI1NHu93exKSZpmdnvtyP4rxjshhkQGrc6OAaSnqItZtMLqk20+shAoZIabEei8SK6Jfhdrs5GhYA2t/9CGpra/kQ35qpGxHefr8ffe6cJplYTp1/SVUYGVWKhphi09wWiCs1er1eJi9u6fkSOdXc7jVdY5VKxVNUIuhFYiMsLIzfn8rKSl63aY2JXl1dXbOxuD9myqlAwc8ZVJsOZ27B8e0bMWTmvdzL0GCpY69UtOvclXtj+g47Sr7Dke0bkXJHBqI6d+U6W1NahMyXpTp+xdXdZMbqVBtEnwcyZaR+sqasVBgIdUTm8seZhEhNn4H45D6sqqCezu/3o+fYyTixfSMGTZ0HQCIFzn51ACWFedi38gXc+fRLl6zFoauGjpLvcHjTa+hz5zRY2sW2uR4nj5YUz5eqx2ItppQmepy2eFMQRPKYjE3bUo+JLAbktTgsLAx2ux3DFj6K+vp6xCT1RqCZ2O/W1mKR2ADaI3FEOnYFFe91dXUIX/joj1IAKvjPQHkX/gegCLfGg6R0yKXiIP2bjjLzx7SMORjzxPPMQnbolQq/syr4iAFZgaPGVfyChoeHw2exYNjCRxEIBLgJa2hokCZHRd9KzfPk2bCFhUlu8GMmwRZ7JZMTNB1zuVy8P0YFwev1Qq/Xy9hUMpJTWyOgt1hxYN2KJmoRj8fDhEr/ibPgN0oTxvq61qsgKM2DMGTmvZdslDv1G4i7N36EfStfYC+Mb49nyW4obYFIVtD71hIqi87jjXsyGn1CuiUhpksiADBZEfrcibQiR+0P/rQYdzyzAhOXr+H9ybce+C1umPU7NnAK/Z2HNrwqWym65YEnudHuO246io59gaLc7B/1+hUo+DmD1jDkzQv4EB8IBNDl938G0LhWRw0eKR6IACaIxov0O6geU7MZFhOPMUv/jhPbN+K6yXN4cqhWq3niZLPZmsTIkcM6gCYGkiXfnEJB5hb0uf0OZO9+F4kj0hF5ZYIUp+z1oqqqClarlU0wQyeU3W8fD0Bqbok2oMaxNUQCuccDgD5C8tm4nJzZYDDAbrfD4XCw+gD4cc2yzKOjFQafoicGeYnQzzYXyUrm2XTQ8Pv9TPqLiTQVFRXQarUwmUxNGnX6nJGMnf4NEVCEH0PcKFDwcwZ9f0VfB0DqYS6eloY7Ye1iMGLJUjZ/tFgsgMuBnU/+DkW52dBoNIh/4El+zEMbXmUytssjy6AND29itumzWDD66ZdxYvtGHghWlxaj7OwplJ0/g5OfvM/KC7fTwUoQWn+O654CqMBq30FT57MfxelD+9CxVypSp8yHu86NivPfyAzvSZ0RWou9Xi+r3LxV5djxxL0ozjsGjUaDtDmL/iP12GAwIDo6mlcSTSbTJROtLgeRrAg9k4RCTLUCGhUbAJisCK3ntD5JRIdKpYLf75fV4srKSlgslmaNmkNrMSCRZwWZW1BSkIO4Hr3Rd9z0H60AVPCfgUJc/A8R6hxPUlVXWSkObnkNapVEAmS9sw7uGgdUeoMkW+rQiZ11acJ+S7BQX6pZC40k0mg0vBd4ZPc7yN6yFmazGWq1mo2KRixZyuoLigukDHqSq1GhpSZTjHSl4pE8ehK8Xi+6Xn8Lzn/xCZJvGoXs3f9E4sh06IMxVDRZVKvVMAWNjC6ngiCPiO5Db0PZ+TOIS0xplUcDPV7WlnVAALzu8WPXRSTlyGpm85tb2aDVECItyI8jJ3OrbLLQ3OMT0bXunskoOZmDz9a8hDGPP48pL77O6yafvvY3Xh8Z9fAzOLpjM8sZs95ZJzNsFXfmzR07o0PKtbh4qkCJQlXwq0VoY0XeDn3HT4fT6eQGzu/3Q61Wc+OoUqmaTHRaM12qra3lqGOLxcLqDbPZzHVTjNQjd/Tq6mrU19dzY0l73SaTCQWZW/DlhlU8Pfw2+wukP7saams4qyYCgQBUKhX7OIi/0xwdw81tRUUFvz5yg78ckUAqD/qZ1sqZxV1qUi/82Ga5prRIVn9bkgnT2g1Bq9XKyJyWmmyqnVVVVfy8yYzabrfzcMHn88FkMnFULRFP1CSHmgQSIUI75q2RVCtQ8EtEaG98aMOrKCnMQ1yP3ug3aS4qKysBgI0fP1m7glW7aRlzZfVYVFhcqjemWhweHo7wmDjsW/UCUsfPgMflRNnZU4BKHnk/YslSVl/0z5iHwdMWwGi1IWn4CBzasJpN34tys1FamI+i/OO4dvJcnDv8CUoK89jw3uWoglpvRJ87pyEiroOs/lNkduaq51CcdwzW6PbodsOtAC5P7FI90ev1aGhoaHXEdKhi8F9RwNHvFAcCzdViUd1oi43nQQApTy5Xi0XSw+12S0mJQi2muk7eF3V1dfx6mqvFQ2feA51Oh5SxGbC2vwJut1uJQv0JQSEufkKgL/bR9e9w+ggdNt1OB77csArfZn+BkQ8vQ9brHyBp+O28glFTWiTzOaBVDHElIywmXiZLo+Ko0+mQOHwEzh89hOSbRiE8Ng5Ao6OyxWJhcoIKqbgXbrfbUV1dzc2mVqvlgmez2eB2u2E2m3Hd7AcAAFemXAu73Y4re6VyEaPCSEWy/9QFKC3MQ1FuNtbdMxkde6Vi2LxFTYiA1+aNR9nZUzDaIuB2VCFx6G2tN6tUNf4prnv8GFCqibvGAWOYDfvXvozCA3vQsVcq+o6ZiKM7NnNUa2y3HmjfpTsunj6JksvsHIqwxyegY69UlBbmM3vsRgQmLl+DrLfXyuKbti97hHO/e42djIHT70avO6Ygrss1ssQEmrxec/MYFJ04Ck+t80etyyhQ8EtDfJfuuHXRH2XePSRVJR8CUk/QAZ0i8ajZEiPhqFmiyZHFYkHV9xewf/0KJI+eBH1EFKebiM0eERcEsR7Tv6daTA1Xp7Rh2Pfyn1CcdwwHN6zCwDmLmVQGpKaUZLhEipBSgV4DgRpfUhLo9XpO2yCQJNnj8UjRzUHiorUu7KJChZ5nqBlmayHW4juffokPMR6Ph1WDdDig+5VGo+GDQGtNMcW1FLrnAdL9kMiKQCDQJOVEr9dzAkxoBKJareZDht/vZw8NRaKs4NcMIh+SR0+C1maXHTYDgQASR6Sjwd+AIdPugtoaDqPRyL1uWEy8TKFBqxjiSoasFt80kkmF+OQ+uGHW71D+7TfoO2ZSk95YNMukAZzoYTflxdfx/gtP4/QXn6A47xgOv7ECteU/IKZbEkY9vAz5ezMl/4uNq+Hz+XDz/U/IarHFYuHhXEy3JJQW5uP8F58gNqn3ZetxeXm5bJ2NjKVbA7Ee03//WCK16PRJHN64BgMmz0bEFR3w/ZlC5L/3Nvqlz0Bs564oOXuKo1oB4Pq7HmaD7NbWYvGeodVq4a0qx4FVzyF1wkxYglG1DocD5RfO4dNdm5A8SlLKFGRuQZ87p/FniROv4hMwZMFDMu8rWrlUavH/Hso78BMCTfwGTZ0Hb3DyTz4H+1a9gOjOXVBSkINdyx5CaWE+APAh+dvjWYjpkojiguMoO3sahQf2oLQwnxlfQCqyxGpGdejEsuTzR7/A7qUPwFVRhvy9mU1yq4mAICkv0LiL2NDQIJl4Akw8EPkASHtp1MATsdGcfJpUHSSvbd++u0xNUFqYj2+PZ8kIjEMbXpWYcEBya24lAUDoO2YiivKPo9uNoxGTcBWrE9pycCeiiJUaKshSUUoL83k9BgBiE1Mw5cV1+HLza8jJ3Ir45D6Y8uK6VpMtFGd63fjpfGCxBG+YgHSj/GTtCnTofz1O73sPANB7wixEXdmJZXNEJtEN2+/34/RnH6GkMA8lhXmcXa5Awa8ZYh49ACYdGhoa4Ha7WX1BCgOR0HW5XEwSeDwe9v0BpAaQiIkT2zdyvN2AWffD5/Phh/PfIHfnJonMuLpbk2lTTWkRDr+5Cj3HToalfXsA4CbdHB2LAbPuR319PW5//EXkbN+ApFEToFarER4ezqsOdOAWG0N6vfQajEYj/3+NRiNTElCChkiyiHHYgUCgTakYFEWn1+tRXV3Nqr1Lue03B5/PB299MIo7yHmIRA+9B/Qa6Lq43W54PJ4msbWXgnhf1Gg0nDATHh7OaSOU6iLeF6kBdrlczZJZ5LdCaSP0HBUo+LWCFBhEkAYCAY66dDqdsMd3xMA5i6EKqqYA8FDG6/WyN5vowSYaJfudVdj5xL1SLH3QO4y8LrY8dg/q61zN9sb2+AQMnrYAn69/BVHTFgDh4ZyQkjRqAlSWcOjMZrgqy3ktuLQwHyqoEB4bx+vgKp0BiSPTm+2NSeUR260HUsfPwKCp8xEWouyiVW0iMGpra2WkRVsTikwmE8q+PYsjmVtw3eQ5MNkk1VtbDu6kdMt5dwOruW9b/BQKMrcwUTNs4aMc1RqbmIIh0+/i2NS21GJ6znRf2rPu5SZ+b3a7HZ+vXI4jm9ZAo9YgEAgga+NqAEDiiHResQwd9NI19vl8fJ5R8L+FQlz8BEHpIwSSo1EsakyXRHQbdKMkSdv4Ksz2KJQW5jOZAQAWezTik/ug328y0OD14oezp7Dunsn8b0YsWcqs81t/fwauijKY7VFIy5jLEl2VSsWFkFzTXS4XN6t0YwAgKy6koKDHCQsL4+gm+tlQhE4RAQBmG0Y/9TdkbViFohNHUVKYJyMw+o6ZiNyPdqLyu3OwX9mpTQQAIMWgFucdQ/aOTRjz+PMAGldHWuvzQIaY4hpGWEwcRj/9MrLeWgm1Wo2+Yyfh6PZN8Hq96D1hFmpdtXA7HZc1EW0OFF2a+/EuDL46kZ3oacprj0/A6EeWoba2Fj1vuJkbY1F+WFFRgUAgAL/fD7vdDrVajcQR6fDU1iBQ74Xb6VBUFwoUBKHVavkgCoB3YkmxQOqn6upqTvsgVZs4rdJopGaJoj89Hg+SR0+CWq2W4quD6oqc7VKjp9Fo0Dm4QidOBw9teBUH1q0AAEQE10xCPStUKhXM0TEYes/vuRa7XC6OWxVJh9DGkOozKSaIkKCIUVJfVFdXyxo6IhuIwG5L0ymmctA1/TGxqLW1teidPgsGSxiGzlzIxHLqhJkw2ey8JhO6jkO75K3xxWjueZNxHCW/0LSUVobE5BDRX4rUGAD4dZLHCcWJt3bdRoGCXzpCa7E48KL/bzAYeJVZpVLJvOOARmNlo9GIQCCAiu/OY9cff4fivGNSil9QCZE0fATW/24qXJXl3BuTsTpU4AFa1ttrJS8krwfGMBvSMubwtN7lcvHvVkGFtMmzUXq6gP3Uhs1fhEMbXsXgaQugj4hqtjcWB2FdBw0HEMCOpxfDH/Dj2snzYI6O4ddIBIbJZOI1GooJbUtdc7lcOLr1Db4Ppc1ZJDObbg1I6ZZyR4b0GBlzUVNahEC9B/3GTUP/yXNgs9kwYPJsSfU9Mh2asAhegWyr0oxqccnZU9xf9584i3tjWgExGAzoP1Hqw/V6Pa6bPAf73/gHvtywCt8c/gxlZ06yWo9qManyaGVSUV38b6Fc/Z8BSCaXNHwE8vdmsglk5vLHkZO5FQBgsNpgsIbB7aiG1+VEZdG3qPzuHCqLvoWrspx9Fcz2KLiryuEqK+GDadw1PVB25iS6pA2FPb4jqquruaGiCZLYzH5/phDHtryGBo8bDcGibLKFo8+E2TBHx8ic4SkyTowKbGnfTZTH1dbWoq6uDrrwKFx/7+OoKy9tQmAYrTZ0SbsBWVvOoUvaDW0iAIBG489AvUd6PsEJ3YWcr1o8uIdGjlJiiqfWGVRsBHhf8obfPcE3jE5907ih/ei5P+DI1vVIHT+jzc9ZlEyS7whJtP1+P+By8PNzI4L/jUajgc1mY8dooFG6bLFYcMXV3dBl6cv48MWnsH/ty01yvhUoUCChuYQQatJCGxo6KNOkHYBsX9YU1R63PPAk/1xVVRVSxmZAp9Nh6MyFrKoSp4NiDaD/RxGu5F1BtVeMbyWygWoF7QazwR3k5qOkjhNXZUg5QGkmYiws/V1bJ2V0LanRJi8l0VytpccL9a8wGo2I6tAJty76I+rr67H/lf+HA+tWwOPxYPQjy2SPIe5At5UgIdB1qyr+Foc3vSaZW8fE82uhiHFSV1Attlgs7CECSJ8Teh/Eey0NCpR0EQUKmqK5WkxJTKRYAhp9egAp+Y5UT4FAAFlvr5Um/t1TMPqplxHftTsn2XVJG4qczK3cG2cuf5wNzqlHonrsdjqwf+3L8Hg8GLLgIV6tGDD1LvxwugDFeceQv3c3qy5qykpZUQxIPnXN9cb2+AROjUvLmItDG1bzc/juxBFc2bNfEwKDCE+Xy9WmFRFCIBBAytgMaLVapGXM5ftVS+lLQNNaTOoxozEOaXMWISwsDB+++BR7gtDackL3ZMQHh21E5ppMph9di/evX8EmqU6nE3qtgWux2hrB17murCxIOqsxeNoCNPgb4Cj9HmVnTsJb7+XemB6b7vHNxYgr+O9CIS5+BhCNisRo0LSMOTh1YC9KCvPgcTrgcTr4/2mCkz9XZTm0BiN8Hje0BiNcleXIydyK8Jg4/gLfdO9jCGsXi5SxGbyjTBMkUUbsd1ZhzyvP4fyxLJQF4ztFlHydizFL/w5L+/a8PkITOHos0TQJAJMgep0efcdOlMm0xPWSUAJDrVYjLWMuqku+Q3FBDrs7txaiS7XFJhEmA3+7EBdys1FSkMMRo6HkRXORo8UnG1dB9BYrBs9fwpGF1dXVCA8P54Lud1ah6MRR6cF+pNePJAv3s/yx9ocSZG9bj8Tht+PTFX/m1JaJy9dAZw5jcyL6WZVKxUwyKWHovUmdMBMA2rRyo0DBrwnNJYSIcdDidA8Aex0AYFNPsYmm7yD9XEznLui8ZCnq6urYP0GWchEejlseeBIOhwMej4cl0GTsqNPpmLQwmUzQaDRcR0VDUQCyekymkRRDR4o7eg30GLR73OCswuG3ViNtylxYIttzo/xjfClKzp7C4Y1r0OfOaWiXcJWMaL0UeSE+f4vFwmQHqU+SR0+C2+1G4sh0VFRUIDIykn/OYrHIfge9D60F1U+j0YijW9cje8taqP0+aAwmJI5Ih/bKBE4tIcJHrMWiqoKeE70OQJI+X87gVYGCXzOaq8WA9B0S1/NEY0n6vtHfpYzNgEqlQs+xk6ELj5QUdc4qiSiYPBsGsxVQAeeOHER1aTGiO3eVmcDb4xNwywNPouhUAfxqLRJHprNZLwAY7NG4/fEXcXL3O0jLmIt9qyR177fHs+CqLG/WUBQA+/LodDqYo2MxaN6DHKNdXVKM0198wkprkcCIiOsAi8XCyri2rttVFp3Hp8GV8qH3/B7q4FmA1iNbU4vpPRENkB2lRXA7Heg5aiISR6Y36Y1FMvfHGmH6/X70HDMJZ786gKLcbHzxxv9BbTAidcJM+NpfIUtrISNrg8GAQfMexMA5i+G8WIyI2HgkjZrQpDcW1+QV/G+hEBc/Y9jjEzB9xQa8/8LT+PrzD+GpqYH9yk7oknaDtJ7w7ibOlbZGt4ez7CKiO3eFVqdH0vARXGjq6xod3WmNAJCb+VAiBns1dOuB9ld358P3xdMnUZx3DDufuBdTXnwdYTHxsj1qKnSUQlJXcRFfvf06nJUVOL5jI4BGAuCbrM8x6uFnOM7PHt+RGXJdeBRufvBPwv7fak7SaI5oaAnkUh2f3AepU+ZLKglrBG597Hl88MxijhgV0zmGzV/ETtEdevZD5vLH4a5xoCg3G2Z7FK4acD0SR6TLdr2puaWCvm/lCygpzENMt6Sgf0nrIb4HlT+UQqfVAlBBo9Uge9ubKM3PZufpotxsvHXf1EY23mzmaCs6DKnVauh0OpZ8ezwemGx2RWmhQEEbQQ20SCQAjdnzgUCAndLpcE9/R8oFkhabTCb+ThLElItQB3YihSmVRDzAk5KAVBckkRYNkb1V5Ti6fgV6jpkEXXgUKygAyIgOIkTo+Xzx5ipkbVwNg8HANYMUIvX19W1SMJzYvhHZW9ZCp9NhwKz7uXElqTOtuNWVl+LEjk0YNHUe7PEJfD/R6XRMQJCsV61WQxsdg4FzpTpLq4viiqPf74ff72+1474IIiU8Ho9U9x1V+C7nCEpP5aPB34CBcxazESetk2g0GjQ0NDRRVQDSwYuUF6IqRoECBW2DVqtFZGQkf5cAiTQ2Go0wmUycBuTz+RAR1wGD5j0oW83as0oaULlrHNyX5n28C67KcgCQmcCL9Xjg3MVcf6jGNzQ0wBwdgwGz7keY3Y5h8xax75nocfbD+W9weP0r6HnLGJzctxvdbx8vU1HwoTs6FkZ7FFyV5Yju3BWuqgomMMy2CK7FYpJGW2qxGB8bu/BRqTfW6WS1mLzSSs6ewontGzFo6jyYo2O5FldXV7M/BN07Dr/zBrK2rEO/ibNgCw4mQ4lzUnMQYd5aEKFSX18PXXgUBs9/GJ+vfBZ+rwfHd2zk+4o4UOw7bhq0Wi2SR0/i+4i1fRz6jpuO7G3rETFlLj+2Uo9/WlCIi5857PEJCI+Ng6emBgDQJe0G9sfo1DdNSBmR1kyqS4uRk7kVR7dvwpgnnoff78fh197AlxtWcbMFQNbIiQfm2G490KHXtRg2T+7NIP4bUivYomN5f5iKptvtRvmFc/jgmcUoKchBavoMpKbPAAD0HTMJu559NEhEPMZxfnf8aQV04VHsHEzPy+fzocfoiTjz5X4U5WZj38oXeMfwUmseScNvR3VpMWK6JeH2B/8EW2w8O+G3S7gKd/xpBXYEjZroeQASsRLXPSUYPfoSinKzkZo+A/HJfVCUmw2TPRqmqPZ8QCHlSiAQ4KbUH5Dk4h17pbZ5TWTfyhdQlJuN9l0TodPpcHy7RPiQvwa9x0nDR/B1pBiuWx97Hldc3Q0Wi4XjFP1+P9/cRBdpBQoU/DiQdwGAZlcmRBkv/VvaHQ4LC5OZgRFaqsUAMPSe3/MusNls5p8R1yAox16MVQWk/fCSb05xLQaAIQseaqKcoIM1mXWqVCp4vV70Gz8dRqORd7/JS4JUXpda8aBrUVNTA0fJd3A7Heg3bhr6jpvOvj20emO1WrlOHd70GrK3rIW31gljmA09Rk+EzhbJ/1+n00Gn0/HeO6lHSOVCBwki0WklUq/Xt0maLE4StVotojp0gs5kQempfMQn98HQ3y6ETlj7ENcl6b5ABBM9HgCZL4pSixUo+PEglRMRF0ajkf0xaJ2OJulUi8nThww2nVUVbNTpLLsIQBrakdriUvWYIB6qKysrYY+Jx6iHn8GuZx/DqIeXcR9IXhn5H77Lv2vw/CVNPMocDgenqKjq6/HV1je4Lxef14E3VzH5QYRtSx4+4rXoMOB6xH25H12uHYjPVy5HQtpQnDu4D50GDsO5g/uQOCId5ugYOBwOHN64Btlb1uLckYMY/fTLslpsNpuZtPX7/UgckQ53jQP1dS44SopgMBiQtWszEtKG4uihT5g4b2stBiQSmchhlUqFU/s/lDxLknphyMx72UOK0kWI4Ej97e/g9/ul999ZhX3/WI6LX5/AxVMFACTTTjLKNl/VtU3PScF/Dgpx8QsA+SxIhkHyKX7omsnGB2cDkPwdaOqeOCIdgUAA/cbPgMFg4FUCAh2YY7olYfqKjc0euGkPTyQvqJCJO7reqnJulOOT+zQhQGiXTzx852zfiOtmP8DyP6fTyc2szhaJMUv/jrydm1HnqMb+tS9LudgqNaCSUjiObt8Mj8uJ0tMFTZJWjn/wLq67sjM3uTqdDrrwKIx+6mVkb1uPlFvG4vh7b+PC8a9QlJuNuMQUiSS4cQTy92QGbxQBHNrwKnqMmggAvNNOEUrkM+HxeHDNzWPw3YkjbYodDU0uie2aBL1ej5QR42CwWGXXkFaJprz4OvatfEFS3BTk4INnFmPic2tQZwrjBj50l1yn07WZ6VagQEEjaK9XNDYWESptJmksGVrSChdNqShlieS0B95cJdWhHr0xdObCFidA5BlUUVGB+vp6OJ1OzrgX11vy33sbJQU5iOvRG4Omzm8iuyZVBh2iyb/IYDDAGBOPgXMXw2q1sjcOIO1q0++trq5mkoDIEDKOo9WTw5teQ/bW9eifMQ+68Eg2EqUddZJLq9VqDJg0C2azGV6XE/vXvgy/389ki2j8rFKpeG1HNFgTjfrcbjf0ej3/2VrQQUSM66urq0P/idJzGzR1fpN7JL0XInFVU1Mj28OnqFalFitQ8O9BaD0WcalaHBmMw/z+TCH0Ziu63XArTn60HfV1LhgsVlAEXWvqMdVikbzI/fg9FOVmI39vJvdsqRNm4tQXn3JvPGjqfJkRqRhXjQ6dMHDOYpSfzsP3X5/ADbPuw6mD+7Bv1fMYNm+RzMB5yIKHeCVRXAMk5Qkp/mg1u2BPJorzjuGTNX9Fcd4xnP3qAIrzjuH80UMoys2Gp7YGGoMJaVPmYsDk2SjNz0ZRbjZObN/YbC0m7wpbbDyMYTZ8uWEVVFDhhzOS7weluAQCAQyYdX+bYkeJcCFlIN0nLleLieig61FXcRGbH5zNBH58ch8MmX4X9r/xDxzZvAYajQZdHll22eej4L8DVUBc/mrpHwnGNgp+3tj25H3I2rIO146bjpseXMpFhiSrocZAfmcV3rgnAyWFeUhNnyFLO2kOIgM9aMY9GBJ0vacitO2J+5D1zjrEdEvCjBWbLqk6IAdnb70XvdNncYQr0HjTEQ2Zzp/MxeGNa9DgqUPOjk0AwGoIQlyP3hh27x9w8qPtUKvV6DNxDgwRUZwGQJNJuh50uG+UxDUWwlDGnppzcbJHzS25+JNZHD23UQ8/w74eLalEKA0m8ebRiIzriJofSpCTuRWp42dcNv1EfD/6Z8xjGbbBYGAlTKipkoL/Dn5sXVXq8S8HVVVVbKCm0WhkEyEyyaR4UovFgsqib/Hl5tfQf9IsdErs2ebHD/2On8s/0erH83g8bO5LkzRAqsWuslLk7tzE9ZF+r6h6IHNS8WdVKhXcFT8gb9dmXDd5DvxGaYVFr9fD7/fzegWt0NBn3+eoRNbba9moGmhaj3U6HV83WuGhhlin0yEsLIwPE+S831LSivj4JB0mkzaaMNL71RLEyavFYuF7jEajgcFg4IOVUov/+1BqsQKqWfXV5cjb9TZSJ8yEPiJK1hsfWPUc9q99GUNm3otbHngS5/JP4OjWN3Dd5Dno2L3HJR9f/P7XOyqQt3OzrH5VVlai9Oxp5L/3NobNuveSvTGp1T5Z8Wd8uWGVrM+N6ZaEOx5/LthXzpXVY1pVA+R1GGhUqDhKipC7cxOiu/bAoTf+D71GT0T+B9tww+z7cCHnCNxOBxtsDp62APtfeym4Sr1Ytj5DCjx9RBT3xo6S72Qm+/HJfTDqkWXI35OJ5NGToA3Grup0OsBVE6zxzffGPp+PyWBKtaIkLJPJdNm1DvH9OPzaX/HlhlVod3V3JPTuj+ELHoQ9vqNgxj+3zQppBT8el6uryp3xV4a+YyaiuCAH19w8RmYG5nQ6WaJLrr4WiwU7nn+iTZ4MpLzYt/IFeF1O+J1V0IrNnIr+UIFY60s9ljHMhqy1L8NgCcOti/6I6upqZojdbjeb2lVVVSGsfRxuvv8JVBVfkBpUjRY9R46XMeXXTp4Hrc2Om3ulIjw8nAu63+/n3e6wsDA4HA6efjkcDuhskRgw636YbTZ2f6f9PNHxH2icShJpIRbQAZNmw1vrxIWcr1iZQrJAyvSmdZajOzbj2+NZHGGr1hsxYNb9+PRvT8uu5eWuIckSU24ZyyZIYlMsTh4UKFDw3wNlzwON5oykgqJdYTIFMxqNMEfHYPD8JbK1kEvBarWyYqK5w7AtNh6D5y9pVeSm2+1m0oLuGVSL9RFRTFJXV1dzNCqtfBAJQc/D6/Wy4iLySqlGAdLhgdYwSBUGSBNRcYVGZw7Djb/7AxvGabXaJvWYGnNaOQmtx0QQUASrmLhE9xUiQkSFCF3DQCDAShbRyLol0OS1pqaGI/+ae1+UWqxAwX8fVIuPbN+Ig2/8HwBJzXzgzVXoOXYyvPVujtlMy5iLmpoajpwm099LQfz+m81XytKkAOmwRvU47DKPJ6qlAaDLtQPx7tLFcFWWo7QwH/l7d3M/ue3J++D3+5E6ZT700bFs3Ew+QJRGpVKp4HK5YI/vyD3jxcJcHN/RgIunCnDqwD4Mm78I77/4NKKv7o4O/Yfg8/WvMIlhjo7h3phM7D0eDwbMup+fty48Cmq9kUmLKS+uA50DTCYTtMH3oL6+HgfXrcCRTWsASL1xS/UYaDTFpjXt1qzZabVavtemTZkLg8HQhKAQFesKfjpQiItfGfL37kZRbjbOHdqHDr1S+QBOjDLt+FEzResJMV0SW804EjuatWUdEIBMFSAaE7WU3EGoLDrPN4qhMxdyM0sTMzKYC41btcd3xI2LnuZm9cae/Xi/DwA3jrT7aDKZWCERCARkjxe6TkF/0u8CIFNcVFVVAZCMhgwGAzPcPEWNiMKdT78kU0JYo9vLzD6z3lmH7J2bZTuVV/bsh94TZqH8wjn4fD6kjp9xWSKJSBAyEP360/dxdf9BrXoPFShQ8J8HZc9TPaN6LCZjAGDlRcV355G7axNumHEPIMiIWwI1xqQEC51C0UogSYUvNeUnAzNSj/l8PiZQAoEAjEZjo0GaMM0jsoO8JzweD9RqNSvm6OdIvkyNK6VwEDEgPr/QWixGdovKN/IMIV8Lm80GADLlQ3R0tMzYk+4N9PgUbQo03g/IPJUIiNC99uZAjTe9H0qsngIFPx1QLU65IwMajYajRw+sW8F1MmvLOgyZKakhzheckCKQJ82Ctn37Vv2OS9Vjq9XKta81/kCBQAAxnbugyyPL8OGLT8FVWS7zugj13zDbIjBw7mJ4vV6o1WpWJoi9MamFPR4Peo6dDACo+aEEF08VIBAI4JO1K5CTuRUAcOHL/Rg8bQEAIHFkuqweU0QseUt4q8qx/41/IGnkBCSPmQS/180rfJ+vf4XNQImgqKysRPIoKSmw3/gZbPZZV1cnq8ekEhHJbpPJdNk1O6rFdH+wRLZXCIqfERTi4lcGKihpGXO5aRKzigGp0awq/hb7X9kEr6u2+Qe6DIjw8LicslWE5rwwmiMvxKJLNwqPx8ONM5krhTrJBwIBnvaJax9iTBO5ytNNgg4M9PNutxsqlQp6vZ6vEe3Okf8HyZjEHcnq6mqW4YkKDrERpwmlPT4BE5evwYZFv0VJQQ72rn6BzUpJ9hfbrQfie/ZF/ykLENflGgDAO3+4F8d3bETK7eNwaMPqJjK6yqLz2LfqBRazZL2zjs07lYhTBQp+WhBrLzWpzR3APR4PAoEAsjevQc7OTVD7fJddEyNQraI/xXosNsuXMnDz+XzcmBLZ4PV6YTKZmtRiOtyTko0IA9FpX6zH1dXVbJKpUql4l5sk2vScSMFRV1cHnU4Hg8HAjvc06aN6TOkmNIGj9BDylBDrMdCocqGpI03zaMWFyHKz2cxKvwtf5+Po1jeQeOMIXDj8WZNaHLq6Qo232Wzme44CBQp+GuBa3L49EoKHWLFfBgJw1zhQXVqMbU/eh7oaB3Lf/yfUfh8Slr7c6t8j1uPGVQSpdoR6YTRHXoSunGm1Wk67G/XwMnTqlwafz4edf3lU1kcmj57Upt5YZ4vEkAUPwe+sQnhMHJJHT4LL5UKdoxp6gx5DZy5EWEwchi18lM3ta38owdH1KzBo6jwZEZC56jlkbVwNn8+HwfOXQK03Imvjaqh0BiSOSIfHWQO309Ho++aqQe6uTeg0YCj2r/8HkkdNQuxVXZkQp35fo9EwSUFrO5eqx6QSBKDU4p8xFOLiV4bmpE+hqwJqtZrd22O7SXt7kiFR61BZdB4XT58EAKh0eo6NA6TiGEpe7Fv5gvSDQTPN/L27WSVAGddi40zxTlRgxemdSEhQhKDP50N1yXfYv34Fkm8aidyP35M5JR/8aAfUajWGzVski3HlKFhhD5qmh+KOM9DIgBuNRtmEj6IQqUkWmXZ9RBRufex5qUBfNwznvtiH63+7EBqNGoc2vIr+E2chYLJyFKBer4dWJz2n/L3vwedxw13jgDHMhqTht/N1y3pnHQDICAtlP0+Bgp8emlvTEv8utKap1Lxr1yqIZpT032IEXXh4uIwoqK2thcfjgV6vh8lkYs8HMbXDYrGg6PRJHN64Bn3HTUenpJ6yWkzEstvt5rpPh32qx6Rwq6yshNlslkX+kfkygCa1vLKyEnV1dUxaNKdMEZUQ9HvIR4KID4PBwIkuJCsWa7641kKEidvthtPphMfjgc/nw4kdUoTryY+2o66qAu4aB8Y88TyTFXS/otUVsUlW/CsUKPhpoblaHNovG8Ns3F9Rbywa2V8OVOccJUU4nLkFAa+HH2/EkqVNjDxrgmmBpEYjAlSsxZVF5zn9btezj2LKi69DbY1Ah9Qh+Db7C4x99FnYuyRx3Q/tjUWVBSXgEQlx5I2/I+WODNzywJMApF546P1Pch0L7Y2zt63HlxtWQa1W83Wj9L+GhgZebek3fjr0ej16jpkMW2w8LBF2HHzj/6A3WzHq4WeQ9fZaHNm0BkXHs9gws/PDy9iUn+orDTP1ej0KMrcge8ta5O7chHp3XRPjZiKOASi1+GcO5R1T0AQWiwUDJs+G2WxGQq9U7Hnl/7UpBWPfyhdQUpiH6Ku7o/eEWdwAiqwmkReHNrzKZj8AeI0kNX0GBs24ByljMxAWEydrjKlZpSaUkjuouNNUzFtVjsxVzyFp+O1c2MnBmP4888Un7CFRXJAjqT9i4nmdhNyHqTCL0z9aVSHJWV1dHSwWC2w2G0806WYhTvcodSQQCKBdwlUYvvAx+Hw+xCX3RUCng9lmw6B5D/Jj0r/3+Xy4dvI8fP3pB3CWXYTOZIbH5UTWO+s4KUWMlw1NbFGgQMHPC6HraEPnLYLebEW/8TNa5bxeU1PDSRai0kJ8bGrYiTig9Qz6b/q35M4PACe2S4d2AGiX8EdZLXa73axeMxqNnKJBfh2keqA/1Wo1xxY2NDSw/0VkZKTMSZ/8jQCg4rvzyN62Hn3HTUeHa5JYBSJKikUlHTWoRHzQCh9FzdLvFZ8fkSh6vV6aNNbV8fX2eDxIHJGOb49+gZKTUmPtrfcySS/6bNBqjdIkK1Dw84aY4Ndr5AQc/+DdVtdiAEz41tfVInfX282qYYm8EFVnQCOJazabUe+owNHtGzFo6jwc2vAqrxwX5WazKeaBVctRUpCD3I93YfDVibLeWKzHYq0X1/yObn0DWRtXo66uDsMWPgq73Q673Y6i0yexf/0K9Bw7GTpbJNRqNaqKLyB31yb0vu037BUh9sY6WySuv+th7okt7dsjIpjacuTvy9A5bTj61NUhZWyGjOjoPHA4Cj/9AEmjJsDhcPCqn8vlkurzxWIc++dbSBmbgZ5jJiMn8x04yy7CHBmN5DGTZJ5HZrMZZrMZgUCg2cQvBT8fKO+cgibQarVI6J6MhO7PIHP54ygtzEdpYT4MZiuMYbZLJmCIsZ2devfHFVd1kzWDIsJi4jFo3oPwVpVLqw0qoO+YScjfK8WMqq3hfPAPlU83NDSgqqqKZbwk8SVW2ltVjs1LZqMoN5sP9aKDMcWZVpcWo7QwH1qDkYs+McUulwt6vZ6ZbSJPvF4vVCoVKou+xefrX0HiiHS073Q1dDodjEaj7CBAags2lQvG3JGvCN0kzGazzAyUpn80NaTrFxHXgdUqzrKLMFisTeJZFbJCgYJfBkIj+wDgutkPAMAl96BDY+LIb+dyklhaidNoNDLFBZnB1dbWQqVSYdDUeQCAlLEZ0Ol0qKio4Fon+iaRASV5QjTXRIorih6Ph+Pwamtr2buC3firy3F063r43C5kb3sTZrMZnZKegt/v599hNBqbrcUi8UHQ6/Vs7EkkDT0/qs3iY4r3AVtsPO54ZgWObHxVSr4SSHoxEpDiYxUoUPDzhj0+gVf0qqurcd2VnQHgkmt2QGNv7HJUIXvrevQbN03q24aPQP7eTLRkVE/9n6i4sFgsOLhzM3tv0DpL0vAROLp9E6pLi/HG3RNQdvY0YrolIWVshqw3bk4NJhKsVLv6jZ8On8+HlDsyeFgYHh6OE9s34sC6FfD7G5A2Z7FkxvnqFhzZtAZGgxFDFjwEb1U5dv7lUSSOSIfJZMTRresxeNoCVt1VFp3HgTdXwVlZgeM7NsLn8zE5UltbC50tEtfNfgD19fUYnnItkyoOhwPlF86hIHML+o6fjq/f38YE+i0PPIkpL76O7csewaD5DyHiig5MmivE8S8Lyruo4JIQGWYA2L/25SbrCURkkJOwyCKLcX6A3K2dJmM6cxjGPPE8akqL2J+huuQ7fPXucvjqfbj2zinYs2sLPC4nDBYr+k6cA31EFD9HvV7P7vnUaB5e/0oTsoIO9Z36SrnZnfqmobLoPMq//QZFudmI6ZbEe3Yqi3RYoCba4/FAp9PJVj4OC6ZCsQsfhdvthtvt5iaVmndy7Kddb2ruAciKKv2MeGMxGAywWCzs+my1WhHRbyDu3vhRk5gmel0KFCj4ZYKUD9TIEalbU1PD9UFM2GhOEivWY56ABR+DEqVESS79SSsX9fX10FrCcfP9T8DtdrM6DWgkAsTnKZK2l1If2O12WWwf+QGJaypHd2zClxtWodfYyRg04x4MmjoftbW1LAEm4qW5WkzXgw4DdN+g6wA0rcd0XYFG8z5KBlCpVLC2b4+Ep19qNlJaISsUKPjlIlSFRj2tWq1uclhurje2x3dE5vLHsX+t5I8hJmdQb+z1etnAk/wZGhoa0GPUhCC5MAMw29Bj1ASc2LEJ/oCfzTMBoGOvVMR1uYaVwyJ53Fw9ppol9Z2JGLbw0Sb+bD3HTobL5UKPUZNQX18Pj8eDvuOnQ6fTIWVsBmpra2W9sU6nw5cbVsFgMPBQ8NCGV3Fg3Qr0GzcN/TPmoc+4aUzCX643/jxzCz/e4GnzoVKpkDI2g3vjezbvVWrxLxyqQCtCqJWsagUAGlnSqgoc374RsYkpKCnIwZCZ98qiPEOn/i2ZlFFRqfjuPApC9v3EXGrxvwEgNjEFtz72POzxHWEwGLj5rKysRPmFcyxZK/z0g1YpEDh9I7iyQhnd1JCLUVGii77PURnMmZ7L6yzNFVsxB7y1LvLNNcIKfln4sXVVqccKfD4fH57JBBgA15hL1Q+xHhNBqtPpoNFoeOLW0NAgkw2LKSEE+jv6PGo0GkRFSYSy2HyLRsetTd4Qa6ZIzNRXV0gqt5HpMJlMyNu5GakTZkJrszNxQ7+/uVosru8p9VgBQanFCv4VUD0mcoBWi6nGtNQb09+T8qLH6Imoc9WhIHMLeo6ZDHN0DA/MRHJWTL2rr6/H5yuXI3vLWvQcNVEyIvZ6YLXbg8lzUhpI4oh0RMR1gM1mkxl7Xu51tVSPQ3vjekcFTmzfiJ5jJ8NsMnNvDATYs00XHin9fGkRDm14FcmjJ0Frs7epFrd0LRX8cnC5uqoQFwrahOrqanx/pjBoKDkUF77cj6EzF7aqgNCkz2w2o+zbs5ID8PDbsfdvf+JEDU+tExdPn8TwBUtw6tA+AEDfsZNw9N1N8LicKC7IQdnZU+g1ZjIboZGDfV1dHQ6ufh5HNq9hMqUtOHfkIHb+5VEMu/cP6D5wqKzBpSZfrVaz+gKuGuxf8xKgkmJe7fEJ/BpDY6aUpldBKJRmWcG/Aqo1tIqm1WoRGRnZ6hpDP0+fJ71ezwSE2+3mqDmVSgWz2cweFvRvTCYTJ2v0uXMaojp04sSl0rOnZc13WxpTABxHSn5Cob4VNTU1+GTFn/HlhlVIHS95+vgDfqROmY/4Lt2h1WqbrcV0rZR6rECEUosV/KugeiOauF8q0lQEKS8GzbiH1yf63jkVQxb+AX6/H2azGdXfX8CRd97AwKnzYLS3QyAQgNlshsvlgqPkOxxa93/wNfhw3bS7AXct3n/ucYx6+Bkc3b4ZWe+sQ/KoCRh2/x/bXIsBqR5XV1ezaljsjb1V5fh8/Sto8NThyNb1ksr54WeQ+/F76Dl28iXrMaD0xgqa4nJ1VfmkKGgTLBYLrri6Gzo/vAxutxu9h9/e6oIjmsJ9vvsdZG9Zi9L8bJQU5CA+uQ+GzVuMQxtWIydzKy6cOII7n2qM+6M1iG1P3oeys6egN+hZQuxwOOAqK8HhTa+hQ69+KMnrg6ThI9r0usiZuTjvGPL3vIf4nv14Z1un0/FkUtx9Prz+FVaIeJxOhMfGodsNt+LEhzvQd9w06MKl6SPt9SlQoEDBvwvNSWrb0vzRzzc0NLASzufzsZeDOGUzGAzNym1PBuu4TqfDgFn3AwDqq8vxwTOL2Q1+6D2/b3PcHJuvOZ1MyhgMBpZK+3w+dqgP1HvY3Nmv1mLoPb/nVJTQdRVSfSj1WIECBf9O/Cv1WIxd3bfqeQBSXSYCxGq14uCut5G1cTWMRqNsKGcwGGC323HCHokD61YgIro9m8/vevYxRHW8SvqHQeUcrS63FpToRwbxNReLkfXWSvh8PgydtwiH3lotEcjpM1gdTWb4LpcLN/7uD5JipOIiDr+1WumNFfzLUIgLBW1Cc2ZxP+ZnB02dB7Va3cRUUp6b3RR9x0xEcUEO+o6ZBJvNhurqamg0GuQEXe6Ljn2Bi6cKcHT7JnTq13rPB3JmjuvRG/0nzYLX60VDQwMAoPj01zi69Q10HXILio58ju7DbseJD3eg5y1j8O1XB1BSmIeLZ04iZ/dWNgLV6XQYsuAhJR9agQIF/xH8K7VY/HmfzweNRtOk4aY0kkvVsOSbRuLckYNIuWUse0ccfm09SgpyENs9BYkj0/l3tQW0N65WqzkRBQDH3/l8PtjjO2LYwkfhrvwBXo8XWq0WfYIO//Tc1Wq1jIxRoECBgv8E/pV6LMauDpu3CEarTVqtEPyJLtcbUy1OvmkUkm8aiXeXPthIWgBQGwyor6+Hy+Vq0/OjASEp8D772woc37ERAKA3W5E0cgL8fj+unTATeoMeh95ajZRbxiLnw+1IHJnOq4yHgwSH0hsr+FehEBcK/icQC7VoKhmamx2K/L27UZSbjfy9mQiPjcOB4O5eyh0Z0Gg0qC4txsVTBWwm2lqINwVKMwGkmxHlQ5fmZ6M47xiz2QaDAdNXbJDtKNKfZEyqQIECBT9ltNRwt0aZQPW4YF8mhlyTDL/fz0qIvuOmQxceySREW2C1Wlku6vV6+fkYDAZWXNButc4aget/93gTPwyxMVakyAoUKPg5oKUeuC298S0PPImEawezEmLIzHvRY9REAGhzPRaV0rW1tUwix3brgX7jZ0AXHokhCx6SCPCg8s5isWB03wEyr6HB0xZwVKrSGyv4V6B4XCj4WUE05jm0YTX2r30Z/TPmYfQjy6DVav8txj0+n48dnMPCwthIiNQhSvSogn8HlL1qBT93UL0lkzWKdf537S+H1mLRo4IaYiXuTsG/CqUWK/i5Q+x91dZwfH+mEAWZW9iD7t/h7ePz+VB0+iRObN+IQVPnNzGlV2qxgn8HFHNOBb9YKO7CCn7OUJplBb8UKIaXCn7OUGqxgl8SlHqs4OcMhbhQoECBgp8glGZZgQIFCv73UGqxAgUKFPw0cLm6qv4vPhcFChQoUKBAgQIFChQoUKBAgYI2QSEuFChQoECBAgUKFChQoECBAgU/WSjEhQIFChQoUKBAgQIFChQoUKDgJwuFuFCgQIECBQoUKFCgQIECBQoU/GShEBcKFChQoECBAgUKFChQoECBgp8sFOJCgQIFChQoUKBAgQIFChQoUPCThUJcKFCgQIECBQoUKFCgQIECBQp+slCICwUKFChQoECBAgUKFChQoEDBTxYKcaFAgQIFChQoUKBAgQIFChQo+MlCIS4UKFCgQIECBQoUKFCgQIECBT9ZKMSFAgUKFChQoECBAgUKFChQoOAnC21r/6FKpfpPPg8FChQoUNBKKPVYgQIFCv73UGqxAgUKFPz3oAoEAoH/9ZNQoECBAgUKFChQoECBAgUKFChoDsqqiAIFChQoUKBAgQIFChQoUKDgJwuFuFCgQIECBQoUKFCgQIECBQoU/GShEBcKFChQoECBAgUKFChQoECBgp8sFOJCgQIFChQoUKBAgQIFChQoUPCThUJcKFCgQIECBQoUKFCgQIECBQp+slCICwUKFChQoECBAgUKFChQoEDBTxYKcaFAgQIFChQoUKBAgQIFChQo+Mni/wNVLqVPbyjxZQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "csObject = projectDir + '/CSPOT/cspotOutput/exampleImage_cspotPredict.ome.h5ad'\n",
    "\n",
    "# Plot image to console\n",
    "cs.scatterPlot(csObject,\n",
    "            markers=['ECAD', 'CD8A', 'CD45'],\n",
    "            poscellsColor='#78290f',\n",
    "            negcellsColor='#e5e5e5',\n",
    "            s=3,\n",
    "            ncols=3,\n",
    "            dpi=90,\n",
    "            figsize=(4, 4),\n",
    "            outputDir=None,\n",
    "            outputFileName='cspotplot.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<hr>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step by step execution of the CSPOT Prediction Algorithm (in contrast to pipeline)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Path to all the files that are necessary files for running csPredict\n",
    "projectDir = '/Users/aj/Documents/cspotExampleData'\n",
    "\n",
    "# csPredict related paths\n",
    "imagePath = projectDir + '/image/exampleImage.tif'\n",
    "markerChannelMapPath = projectDir + '/markers.csv'\n",
    "csModelPath = projectDir + '/manuscriptModels/'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step-1: Apply the generated Models on the Image of interest (Pixel Level)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The function `csPredict` is employed to make predictions about the expression of a specified marker on cells in new images using the models generated by `csTrain`. This calculation is done at the pixel level, resulting in an output image where the number of channels corresponds to the number of models applied to the input image. The parameter `markerChannelMapPath` is used to associate the image channel number with the relevant model to be applied."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running CSPOT model ECAD on channel 2 corresponding to marker ECAD\n",
      "loading data\n",
      "loading data\n",
      "loading data\n",
      "INFO:tensorflow:Restoring parameters from /Users/aj/Documents/cspotExampleData/manuscriptModels/ECAD/model.ckpt\n",
      "Model restored.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:137: UserWarning: `tf.layers.batch_normalization` is deprecated and will be removed in a future version. Please use `tf.keras.layers.BatchNormalization` instead. In particular, `tf.control_dependencies(tf.GraphKeys.UPDATE_OPS)` should not be used (consult the `tf.keras.layers.BatchNormalization` documentation).\n",
      "  bn = tf.nn.leaky_relu(tf.layers.batch_normalization(c00+shortcut, training=UNet2D.tfTraining))\n",
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:159: UserWarning: `tf.layers.batch_normalization` is deprecated and will be removed in a future version. Please use `tf.keras.layers.BatchNormalization` instead. In particular, `tf.control_dependencies(tf.GraphKeys.UPDATE_OPS)` should not be used (consult the `tf.keras.layers.BatchNormalization` documentation).\n",
      "  lbn = tf.nn.leaky_relu(tf.layers.batch_normalization(\n",
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:162: UserWarning: `tf.layers.dropout` is deprecated and will be removed in a future version. Please use `tf.keras.layers.Dropout` instead.\n",
      "  return tf.layers.dropout(lbn, 0.15, training=UNet2D.tfTraining)\n",
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:224: UserWarning: `tf.layers.batch_normalization` is deprecated and will be removed in a future version. Please use `tf.keras.layers.BatchNormalization` instead. In particular, `tf.control_dependencies(tf.GraphKeys.UPDATE_OPS)` should not be used (consult the `tf.keras.layers.BatchNormalization` documentation).\n",
      "  tf.layers.batch_normalization(tf.nn.conv2d(cc, luXWeights2, strides=[1, 1, 1, 1], padding='SAME'),\n",
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/cspot/UNet.py:245: UserWarning: `tf.layers.batch_normalization` is deprecated and will be removed in a future version. Please use `tf.keras.layers.BatchNormalization` instead. In particular, `tf.control_dependencies(tf.GraphKeys.UPDATE_OPS)` should not be used (consult the `tf.keras.layers.BatchNormalization` documentation).\n",
      "  return tf.layers.batch_normalization(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Inference...\n",
      "Running CSPOT model CD3D on channel 5 corresponding to marker CD3D\n",
      "loading data\n",
      "loading data\n",
      "loading data\n",
      "INFO:tensorflow:Restoring parameters from /Users/aj/Documents/cspotExampleData/manuscriptModels/CD3D/model.ckpt\n",
      "Model restored.\n",
      "Inference...\n"
     ]
    }
   ],
   "source": [
    "cs.csPredict( imagePath=imagePath,\n",
    "                 csModelPath=csModelPath,\n",
    "                 projectDir=projectDir,\n",
    "                 markerChannelMapPath=markerChannelMapPath, \n",
    "                 markerColumnName='marker', \n",
    "                 channelColumnName='channel', \n",
    "                 modelColumnName='cspotmodel')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Same function if the user wants to run it via Command Line Interface**\n",
    "```\n",
    "python csPredict.py \\\n",
    "            --imagePath /Users/aj/Documents/cspotExampleData/image/exampleImage.tif \\\n",
    "            --csModelPath /Users/aj/Documents/cspotExampleData/manuscriptModels \\\n",
    "            --projectDir /Users/aj/Documents/cspotExampleData \\\n",
    "            --markerChannelMapPath /Users/aj/Documents/cspotExampleData/markers.csv\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step-2: Calculate the cspotScore (Single-cell Level)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "After calculating pixel-level probability scores, the next step is to aggregate them to the single-cell level. This can be done by computing the mean or median probability scores using pre-computed segmentation masks. The marker names, if available, should already be included in the probabilityMask image. If the marker names are lost due to file manipulation, the user can provide them through the markerNames parameter."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Path to all the files that are necessary files for running generateCSScore\n",
    "segmentationPath = projectDir + '/segmentation/exampleSegmentationMask.tif'\n",
    "probabilityMaskPath = projectDir + '/CSPOT/csPredict/exampleImage_cspotPredict.ome.tif'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quantifying the probability masks\n",
      "csScore is ready, head over to/Users/aj/Documents/cspotExampleData/CSPOT/csScore\" to view results\n"
     ]
    }
   ],
   "source": [
    "cs.generateCSScore(probabilityMaskPath=probabilityMaskPath,\n",
    "                      segmentationMaskPath=segmentationPath,\n",
    "                      feature='median',\n",
    "                      projectDir=projectDir)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Same function if the user wants to run it via Command Line Interface**\n",
    "```\n",
    "python generateCSScore.py \\\n",
    "            --probabilityMaskPath /Users/aj/Documents/cspotExampleData/CSPOT/csPredict/exampleImage_cspotPredict.ome.tif \\\n",
    "            --segmentationMaskPath /Users/aj/Documents/cspotExampleData/segmentation/exampleSegmentationMask.tif \\\n",
    "            --projectDir /Users/aj/Documents/cspotExampleData\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you head over to `CSPOT/csScore/`, you will find the `.csv` file with the csScores for every cell."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step-3: Create a CSPOT object"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll use the anndata framework to create a cspot object to store all information in one file, making it easier to keep track of intermediate files generated in subsequent steps.  This helps streamline the data analysis process and reduces the risk of losing or misplacing information."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Path to all the files that are necessary files for running csObject function\n",
    "segmentationPath = projectDir + '/segmentation/exampleSegmentationMask.tif'\n",
    "csScorePath = projectDir + '/CSPOT/csScore/exampleImage_cspotPredict.ome.csv'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loading exampleSpatialTable.csv\n",
      "CSPOT Object has been created, head over to/Users/aj/Documents/cspotExampleData/CSPOT/csObject\" to view results\n"
     ]
    }
   ],
   "source": [
    "# please note that there are a number of defaults in the below function that assumes certain structure within the spatialTable.\n",
    "# Please confirm it is similar with user data or modifiy the parameters accordingly\n",
    "# check out the documentation for further details\n",
    "adata = cs.csObject (spatialTablePath=spatialTablePath,\n",
    "                        csScorePath=csScorePath,\n",
    "                        CellId='CellID',\n",
    "                        uniqueCellId=True,\n",
    "                        split='X_centroid',\n",
    "                        removeDNA=True,\n",
    "                        remove_string_from_name=None,\n",
    "                        log=True,\n",
    "                        dropMarkers=None,\n",
    "                        projectDir=projectDir)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Same function if the user wants to run it via Command Line Interface**\n",
    "```\n",
    "python csObject.py \\\n",
    "            --spatialTablePath /Users/aj/Documents/cspotExampleData/quantification/exampleSpatialTable.csv \\\n",
    "            --csScorePath /Users/aj/Documents/cspotExampleData/CSPOT/csScore/exampleImage_cspotPredict.ome.csv \\\n",
    "            --projectDir /Users/aj/Documents/cspotExampleData\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you had provided `projectDir` the object would be stored in `CSPOT/csObject/`, else, the object will be returned to memory"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step-4: Run the final CSPOT Algorithm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `cspot` algorithm is ready to run after pre-processing. To get optimal results, consider adjusting the following parameters:\n",
    "  \n",
    "1. The `minAbundance` parameter determines the minimum percentage of a marker's abundance to consider it a failure.\n",
    "2. It is suggested to drop background markers with the `dropMarkers` option as they can interfere with classifiers.\n",
    "3. `RobustScale`: Scaling the data before training the classifier model has been shown to improve results. However, in our experience a simple log transformation was found to be work best. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Path to all the files that are necessary files for running cspot function\n",
    "csObject = projectDir + '/CSPOT/csObject/exampleImage_cspotPredict.ome.h5ad'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "adata = cs.cspot ( csObject=csObject,\n",
    "                    csScore='csScore',\n",
    "                    minAbundance=0.005,\n",
    "                    percentiles=[1, 20, 80, 99],\n",
    "                    dropMarkers = None,\n",
    "                    RobustScale=False,\n",
    "                    log=True,\n",
    "                    x_coordinate='X_centroid',\n",
    "                    y_coordinate='Y_centroid',\n",
    "                    imageid='imageid',\n",
    "                    random_state=0,\n",
    "                    rescaleMethod='sigmoid',\n",
    "                    label='cspotOutput',\n",
    "                    verbose=False,\n",
    "                   projectDir=projectDir)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Same function if the user wants to run it via Command Line Interface**\n",
    "```\n",
    "python cspot.py \\\n",
    "            --csObject /Users/aj/Documents/cspotExampleData/CSPOT/csObject/exampleImage_cspotPredict.ome.h5ad \\\n",
    "            --projectDir /Users/aj/Documents/cspotExampleData\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If `projectDir` is provided, modified anndata object with results (stored in `adata.uns['cspotOutput']`) will be saved in `CSPOT/cspotOutput/`. The cspot-scaled data (stored in `adata.X`) considers cells above 0.5 as positive and below 0.5 as negative for the marker."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step-5: Merge multiple CSPOT objects (optional)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use `mergecspotObject` to combine multiple csObjects into a dataset for analysis when multiple images need to be analyzed.\n",
    "  \n",
    "Note that merging csObjects requires merging multiple sections, not simple concatenation. Use parameters to specify which parts of the csObjects to merge."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# set the working directory & set paths to the example data\n",
    "csObjects = [projectDir + '/CSPOT/cspotOutput/exampleImage_cspotPredict.ome.h5ad',\n",
    "            projectDir + '/CSPOT/cspotOutput/exampleImage_cspotPredict.ome.h5ad']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extracting data\n",
      "Extracting data from: exampleSpatialTable\n",
      "Extracting data from: exampleSpatialTable\n",
      "Given csObjects have been merged, head over to \"/Users/aj/Documents/cspotExampleData/CSPOT/mergedcsObject\" to view results\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/aj/miniconda3/envs/cspot/lib/python3.9/site-packages/anndata/_core/anndata.py:1828: UserWarning: Observation names are not unique. To make them unique, call `.obs_names_make_unique`.\n",
      "  utils.warn_names_duplicates(\"obs\")\n"
     ]
    }
   ],
   "source": [
    "# For this tutorial, supply the same gatorObject twice for merging, but multiple gatorObjects can be merged in ideal conditions.\n",
    "adata = cs.mergecsObject ( csObjects=csObjects,\n",
    "                              fileName='mergedcspotObject',\n",
    "                              layers=['preProcessed'],\n",
    "                              uns= ['cspotOutput','csScore'],\n",
    "                              projectDir=projectDir)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Same function if the user wants to run it via Command Line Interface**\n",
    "```\n",
    "python mergecsObject.py \\\n",
    "            --csObjects /Users/aj/Documents/cspotExampleData/CSPOT/cspotOutput/exampleImage_cspotPredict.ome.h5ad /Users/aj/Documents/cspotExampleData/CSPOT/cspotOutput/exampleImage_cspotPredict.ome.h5ad \\\n",
    "            --projectDir /Users/aj/Documents/cspotExampleData\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If `projectDir` is provided, modified anndata object with results will be saved in `CSPOT/mergedcsObject/`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# this tutorial ends here. Move to the Phenotyping cells Tutorial"
   ]
  }
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